{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# [数据预处理](https://www.paddlepaddle.org.cn/documentation/docs/zh/guides/beginner/data_preprocessing_cn.html)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/usr/lib/python3/dist-packages/urllib3/util/selectors.py:14: DeprecationWarning: Using or importing the ABCs from 'collections' instead of from 'collections.abc' is deprecated since Python 3.3, and in 3.10 it will stop working\n",
      "  from collections import namedtuple, Mapping\n",
      "/usr/lib/python3/dist-packages/urllib3/_collections.py:2: DeprecationWarning: Using or importing the ABCs from 'collections' instead of from 'collections.abc' is deprecated since Python 3.3, and in 3.10 it will stop working\n",
      "  from collections import Mapping, MutableMapping\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "图像数据处理方法： ['BaseTransform', 'Compose', 'Resize', 'RandomResizedCrop', 'CenterCrop', 'RandomHorizontalFlip', 'RandomVerticalFlip', 'Transpose', 'Normalize', 'BrightnessTransform', 'SaturationTransform', 'ContrastTransform', 'HueTransform', 'ColorJitter', 'RandomCrop', 'Pad', 'RandomRotation', 'Grayscale', 'ToTensor', 'to_tensor', 'hflip', 'vflip', 'resize', 'pad', 'rotate', 'to_grayscale', 'crop', 'center_crop', 'adjust_brightness', 'adjust_contrast', 'adjust_hue', 'normalize']\n"
     ]
    }
   ],
   "source": [
    "import paddle\n",
    "\n",
    "print(\"图像数据处理方法：\", paddle.vision.transforms.__all__)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "from paddle.vision.transforms import Resize\n",
    "\n",
    "# 定义一个待使用的数据处理方法，这里定义了一个调整图像大小的方法\n",
    "transform = Resize(size=28)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "from paddle.vision.transforms import Compose, RandomRotation\n",
    "\n",
    "# 定义待使用的数据处理方法，这里包括随机旋转、改变图片大小两个组合处理\n",
    "transform = Compose([RandomRotation(10), Resize(size=32)])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--2025-01-20 15:51:35--  https://paddle-imagenet-models-name.bj.bcebos.com/data/demo_images/flower_demo.png\n",
      "Resolving paddle-imagenet-models-name.bj.bcebos.com (paddle-imagenet-models-name.bj.bcebos.com)... 119.249.103.5, 2409:8c04:1001:1203:0:ff:b0bb:4f27\n",
      "Connecting to paddle-imagenet-models-name.bj.bcebos.com (paddle-imagenet-models-name.bj.bcebos.com)|119.249.103.5|:443... connected.\n",
      "HTTP request sent, awaiting response... 200 OK\n",
      "Length: 68587 (67K) [image/png]\n",
      "Saving to: ‘flower_demo.png’\n",
      "\n",
      "flower_demo.png     100%[===================>]  66.98K  --.-KB/s    in 0.05s   \n",
      "\n",
      "2025-01-20 15:51:35 (1.44 MB/s) - ‘flower_demo.png’ saved [68587/68587]\n",
      "\n"
     ]
    }
   ],
   "source": [
    "# 下载示例图片\n",
    "! wget https://paddle-imagenet-models-name.bj.bcebos.com/data/demo_images/flower_demo.png\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7f7fac0a50d0>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import cv2\n",
    "import numpy as np\n",
    "from PIL import Image\n",
    "from matplotlib import pyplot as plt\n",
    "from paddle.vision.transforms import CenterCrop\n",
    "\n",
    "transform = CenterCrop(224)\n",
    "\n",
    "image = cv2.imread(\"flower_demo.png\")\n",
    "\n",
    "image_after_transform = transform(image)\n",
    "plt.subplot(1, 2, 1)\n",
    "plt.title(\"origin image\")\n",
    "plt.imshow(image[:, :, ::-1])\n",
    "plt.subplot(1, 2, 2)\n",
    "plt.title(\"CenterCrop image\")\n",
    "plt.imshow(image_after_transform[:, :, ::-1])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7f7fa788a4f0>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "from PIL import Image\n",
    "from matplotlib import pyplot as plt\n",
    "from paddle.vision.transforms import RandomHorizontalFlip\n",
    "\n",
    "transform = RandomHorizontalFlip(0.5)\n",
    "\n",
    "image = cv2.imread(\"flower_demo.png\")\n",
    "\n",
    "image_after_transform = transform(image)\n",
    "plt.subplot(1, 2, 1)\n",
    "plt.title(\"origin image\")\n",
    "plt.imshow(image[:, :, ::-1])\n",
    "plt.subplot(1, 2, 2)\n",
    "plt.title(\"RandomHorizontalFlip image\")\n",
    "plt.imshow(image_after_transform[:, :, ::-1])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7f7fa2aece50>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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YQGyLjZZS+zRa0yhkKA0TBqyTh5xKqq4NgusUkSBYlNwEchdwmcXOFRMD3gaCBd/UiAbQOZY5FkeLTYqXAhMV5wKSQQhgY3oQ0Yiarq0RYuwUe6egO+dy0UWdZ5zh1Xcdkb63mq4ZOqUYQupDK0omNctaUkWhIq0ULib1ajEIlkBgJg0GKNQiRFr2gTmezjBAaagJEihMydg3XNBnmZk5RhzOG4S2U7J6W7udgFUh3vK9cambU9tZLGKGgEmleFXJRDFoWrRQ0JjO6xwNI0f6Rm69co4slC/m8X3RlbuqehH506QSmxb4J13W4wudk+ohimCsEr1PbleIiHpUDCpKlEDmIi7LcOKxJpBFISdjFB2tV3zToj6gBLwGjAkUWFpn2WfG6ZU+T15xTG9EcuO5acb4quHhsye5cXlCNEJeQNY3mJEgRUYxGGDLDEzAaE3dNswnE2bTXZp6jpgVQtbQNEDmiGKJeSSKYilYjoEiCNN2jlqLBksdAz5MQRP84CXQdq/MGEkuYkh9Y4xBnSGGgFOhMJa6mnfDLKIEYvSUZU5ZGNpZi289GgMzP2N5I+Puh7b52K9eZHbV0B8Fpm5Gu9uwMVrm9MYSJgTGU6U/KFnKM6atZ3+ezMnCWVYKeOD8Jmsrjt3xLp+5cJHx9ACDQzKBPlgjBBORPEuehhVsAa40WBRDgUZP1IAbQJ7l5AJtHfFNZGBzVoYlvbykLApa77l+c48LN2dUqmRFRm4tUsN83uBrxRYGl9lUwxpFMyEzDhs0jR9jiJOXcmzTGRrpJ3bW28JKT9AciAMTkwWMJst1gZbFkBR9oJvgjmTNCxDBGk9kTE+XmfoDggkMAkRqIoYBq8ziNYSIRciAghaLkiHJ4vaAVzQqDZEQ0/0CGQ7TjbKkqV2nyiAnxIK28oi0GFGkW7joPKfDUl1HNVFMVvjiYyOgKqjL0AAhNp+luGxMCq7VzoI3IKIMfMMajivaMlUhj3TwUCCjT0lB1BmelgxBKFAMNS1gMOpwOFZlmZ4vabXmIO7R0iKalgdH6BR3xHVmtGhS7I7Dmu8o6WFl8W6CpD4URTUno09GhsUSNVJRM5MDkIBRkK6ffVR8Z/GbIx1hu/FydKF8oYo7XxLMvStX+xOf7/HJ8+wwPlWCB9+CaQW1MVnPxkBIDlGDpzWdq2SEaAJGG8ClSZI58mAwTbL6UCVKZCfUPLB1hgd2Kh69dhV8gUrO/nTOma1VRivCzbalLSxaeihabG4wrkUsYAx1M6eOc+rZlLaqk4XoYLeaMe8FpOkBBpu7ZEZkCWZxVUmvMTTOJ0w87/AyH5LFYwAbMUbwXolBUbVAwqLxQiMK2jIoC+p6TtSIsWA8ECN154RaMow1RLGAUMuYlRM9TpxY4tJjc2oD5XqfybTCT3Y5vr3KmVPb7E6mqHiGyxliPLWf4yvl3s0R95zZ5viJFW7evMaVK7uMa09ZOMQJMQ80Nia8U0xy9x3YTLAi4JUQoIktroyUQ4fVlrqJzGZCtaOEaSTmNXZJyJYFk2cs9XvEJjAbC9frKc2kJlhL3UR822HyIUL0mNIhuQGriKOzGiVBM19EtP03O7YPz+v+FyVZofaIdRY7SMYIiO1gi67ZYjiMMy1KDWqk8/BuwRyYKQM5xTzOmYarBAVLpKVmwBIHsgOuJotKFsF1Vr8BjCalHAhEUTwdZBCEBGhNUdrub8V2asjS0CDJklfBaoOiabGQpNyjHIGXji5spN/SeSipARVWLX6x8C08mLh4xgWc1H0nYCQwUsuBZuyqInh6RBpaPC19SgaUeAyCkiMIkRQ5EAassWKWGUhBFRqmHNBS4TBIDDgJt1nRC8fJdu/zcMHtlHHWLeRBoDXKLEKLwQIlEYvBYcklQ9XSaKTSCQE9BHwWnl7nBKUFRW4thIvxcajgn0deFiV/RQQnhhA8AvhOubuYwEaNSUE4YwhAFVrUdgEULGrTgLIhprVThEIsubH4VhBRnChYS7E24r5TG1xtxtRGaTO4Xh1wwq2ysjXi2QtXcdHQWjB5CtiEGJBoiTEQ24ZQz8B7vI+IpilXSaTRlsznIJaWQKsNLgNGll6/hJsQG0sT5nj1iERCG3A2w4hBCV2gdPGaQWOy3FHwBParitWVY7RtRdAIbUzwg09BL5FIG2tUErTjNTKmpczGbN67RH0AtVdc39Lr5fjdit3pAaujVdaPbzCbjtlrZ5i+sHJ8iaIx3H/2LMujIY9fvMinnngWDZa2EUI0GFFysbQNNG3EiOIyRZ3QEjAqWASNiroAK4rrO6QV9m7OqA4UmVpCA+08Mps3XNmpsG6cPJag+FoJ3iIK9TzQHJq/qX98TPdxCNKLqKQFV62kGOAXUbn/ZmUBvSzaELmFHWtneauCBMB1Vl9nHcYjmLumuF+azJ32XYT41AsSPa6oWW7X8XEXYxpcbIkcYLRP31hmnZIwJmHTycVfWJ3JB4ydUokmYcFRhYwaaImH/keyZC2BgtTvcwyBLMGg3TUjSRnf3hlHfh/5WyxEDeQhS4vIkSBD6KxT6V77oh/EdH0WWtbajCYmgybTgCWjItAwp49QdHNBmXcK3qEUrGZr5C5nv77JHnsoQkg+YGdsOgKxWw66OIUsZuiiMWA0UnaekI9CJZEaaFLkAU9LK56pTpIhq9L1uSTITS16eJfuOTtYUWO6Tdb1lZFbyv2F5GWi3NPqvSBuqBeMt/SsI2QhuYSqRA1pFY+ACmoEK5bQCEqgDS3BpxHQagrA5lnGYNjDGaWpWj749Kc4bQeUmWW/mTBvhRvVhJn3PHDmBE9euw4qxLbDBUXTLPOK95G6DoSqofGe2msXsQ60GmkFQttiTUSMkjnBWYPJHRINUjvcxNJWc+xMaVVQZwimJmpAoiaFrYqII3olxqSwRYSYKVE9mRWMRkJbA0qIljYAErHqQVPQq2kCvnO1q15gtZizdk6o9g1r22uURU61MqX2NTPr8bmntSVN3bBUFBzfXmVJLZNZw2987DEuXb6Jr1N/RK9UlSJGMQJGDXEeaEKLc4rNLMakmIFxEdt3mKyP1i3hQHDBohPBVkWKtZjuGaMhNKAtxOgJUWl8YteUuU0MKtUOskgmrSgYH5EqYI2BzOBtejcvh11tDxkPHf4eE96BSaSNIyZ0ssj1CLSxwNqjSeeiCYdfQDdZSJfw4jmoL2DZxkpOtA2RiMQpQWr6LFHHeYI3uaUYkjJLSj5IF7TrsH6NXSysC6GmxeR2Ns0tZDvSIgQMTafV7SI42j370UX20Ovo/n0YPIw2QTSxWyCEZBILxEXCv+n6o+vXzClZaFmOGbVaSjKsWHIFxWPwOMAZJRKQ6OhJiTCiiRN2mzGTOFuAKkQMrYTD4DAYWnxS+CKpOWKIIthoOthG8CgVDiWnDnMakwggQhdDECVqCjan5SOmwLQmb+hzqWslqZ82JFfGmlsxmheTl4VyV1UCoaO1SQog1RF8wJvkDhqbrFcTBItFvd6KnkeS9YZQ4BI9scwRsTgHalqmbYWPigmWdVNQWgOzQNsqs7bl+t4OJ44dZ2XUY3daU88qCD2MU+pqStPM8AqtjzReCT7FBhCwvQyc67DVQAgBZxRrFCMWjcpsNmMSauY0iLQM3QDnlZYKr51tUKdnN8biMgearHLvk9O27EpoPJODijIbUM1aYkg+ei6BCkUx+JAWCTEwGvWwCMEl9kN/01Is9+j1cwSLtDm2EVRgfzynbht6hTDKehRZyeUbu3z8ExfY3/dIEEwEI0qIHU1LhbYNxJieWzpKnYlCWXhc4XE2Jzio60A1bohz5dRGn1HhOJhHPAEQYox4n5BdaxOdLcRA7JSdcSY9V1yQ7pICtzaFz0LtiUEwvQwpk0d3G2j5UoncMkQj4BfWMZ0FulDgnZW2wKMPLbcOooi+w3q7r03XLyqpHzTM8ToDdfjuOgZPrXN60sNFQ3AB393LAKGDAZBOqcsthYIuFPktOzEp5AXxb4FuJ1aMsd1ioBlRDRGPkYQneT0CNR2BZw77wBtCBGcCYhw+tOn7ztWRDkc6tNyBzKdOtC71wYB46EmohNTHmuzrFo+KYqPBkIN1VGGf3TCmoSWyoHwm7Fy6v2LHjFnQklUMESGL0hEq5bAfW5JTVZJj8Ei8xapBk1dEZ+9z21UXPXkL+lmctujpkC6B08R2Wij4FxrdLxPlnoIjxgnBR4wYYgzUTUDtAptOQRxrHS2BLMsQn1ZTotAve2S5JUMwEiAXWh+JEonaIjYiEXzwzLVhrcy4uidUVaDfz9itZ5wUYXN9nd3ZZZq2YTqbUpZF4mAbxRqDlYhxaQXPXcHAlqjNaMUQvBJ8jRiImoLDQSMaoa4987aCXBkMB+SxRA8q2lowmqMxYtR21lJnvZsEN8RgkmtYeTaHa7Rz2Fw7xs7eHATWhgWZRnZ8TTCOHEPUSNQGa0C0IUZh3pk+0/mUyTQw2W2Y7s7o5yUnjm9yojegsg3OBJqDhieuXeLG/ow6CHhom4g1DmsFcUKWQ9t6QoC2TUG43EDPQq+wLK06soFjMoXJzpz5LBK80rclxjoKZ9FYJ4XXxo6jnyZ70ATXhZhojYm/LThnD49N48Z0Hl9Mx7aKtA2lFtjSEo12/O2XaGxzawIe/i23LNejtpp07rfEzrrvvreagq22+8wesWYXEzwpy4hqhaVHE6cE15JFRXUOWlKQMSMQTaIXdmtqF6Xr8OwjXgGaKI8Gf2sxuoX2HkKHQSC6FGDMQlKIdWfFE8MtyiO3MGvT3VdZeAmC1YJWlDwraLqd9GzMAIf6eYKr5PD2t/o1oSdI8ESBuXrqqFSSWO29rIfFoBqISEK1/JiWurOfDb7zYRYZCUale0e3iI8Gg43JK+hhsQRa2g60SoapSPIsDRlQQefx6JEeWHBr4pERIEf+fzgm5Aj23i3CnUODkyMLwfPIy0K5g3QWTARJSUQhBjTaZKWzwJ4FiWAzR+ayxHEXpW2VPBNsHokxEiOIWCRLnSdGCF4RY/FRaa2yuTxiYzzjqfmcJuSM64rpbMb6ygr28nV8WzHpOKQpMKk4aSkyQ+kikucoBdoKvkssCj5CA22M1FVMC0pmAUNQGJRDepkhy4W6aZGBoTAD8BGJDb5TmmIEsUo0BtEMLSwxpGSK3RB41dn76I8GfObiZbLMcPLYcXZ3D9DxDtYqxpAi7t7StIFMIlEyjHH4KMxu1NR7nv2rNbNJy6BsOTVc58TKiJn13Ny/wc5syl5dU8SMYdnD28CsrgkxYC04JxhJg9l7JUaLIOQusLVRMhoV1G1gume5uT+mnoBGlxbeEBAjOM3wbbLMVf1hcppqCoQKi4X/9sBRPJIYpSqE0CHGCohB20i1X+NqQ1Y6jiZpvVRydCIeTukFHXBhmccUWJfYUQo7a9qGpNDVfnZ/HNF1iChCS58NvM7xZi9RKX2DV09ORkWVgn0LuMrcUpISU3B+QeULoiS6S1KaC+w70DHZjyhoG8DEFDgMnapsMUQyggqWBPIfDeIu2q1BEBOAip5bI3OWeTPBKBRS0ODxnfcjMUG4yi0Px3QdoQZmCnOEmUkEBBfBSY/SDmlpaOKcqBOiNER12I4BFDsfJjkGt2ziw/sYwQTLgD65ZgRaGgnU6mkEVEzySDpvx+AIi8XrtuGnh+/8s8el3q6sJfH+Dw/r3kGtdAHzFx7aLxPlDhptwhk1ElVpA9RTGOSOvAxdS3OcJgUYpcUbSVajKD3rgEA0ydlxomQmOUwSMwozTAkyRUaVWaLCdtnnys6MeqpMe8rNZsqZjTU+2S/Y3Wtp5lAVnsyZZLU4SRPQZmAcBA9toDZK9Gl4iHAYcMyKZAJZk5PnDmMi1hra6Gm8J9oMeoJpIzY42pBWc7WKSagMooFRblCvTINBgqFvRiwtDXHOkg+meOeZxIoKjwmRbGF12KT0vBcILSoByQpcYdm/OaPdq4mNYTKvefzxS5R9y1I/5RCU5ZCBGqrJlGbu8N4SoxDaSPRJUWddf8SQ8ANnYHU14/jxEV6Ui09N2NtVFIcYsK7DGlVwsUMZoyGEcNtYEICoh0NdJLGlTGedJrjCdFmJ8VC7JYXXWZVBidOIr1tu2w30JZDPmsImUfps6FgrnUWqdFDLgjEj6TvpumcRRDTdYx/CNiSSo5GIUKM0FKwy9RMa8ZTUwIxcRtg4TXmZkuAM6RYRMWm8LSziBM0ICXAIh4p4wQ45DGXEWyGDo1CDESXTLl6WCIMY9JAltFBKVrMEgsQOhumVHeNEyAVsbBHTYvLueTtvwyS+QIoRHPFobIQ5hloFbyKeyF47xipkWpBQIgNqaEi6Q+m8xkPoaZGYxKF1LcHQI2fYcXEmTJib0A23hMMvqFlG8kThNpIMkds1drrHEfN8wRQ8arHfwsY+eyBFoFHp+D/PLy8L5a6q+FbJcnMYKFMVZlNPDMpgxWCHirqGaIpuMAqBmF6uJivDkVwiAA0hZXa6nCLvcWz1LBvZFnvNnBuza0xvXqPIhDIKs1lD3VoO5gfcffwYG6M+O9dnVFOwGbiRdsrZIhGqxmN8S+4hDynCEWMa1NYYssziSUlG1oAYTwgtPihNIzRNc1hGwFeennVkDlxQZlWLbxQ1EZOn6HtWCHkp1JMZeT9jZ36ZoT/Pai4MR5bZZEIINb1MUsJPCCmgay1Z5jBBaZu2U6IBFc/4YE5bRxAHouzuTXj88YucObmK62dYA7nNaGxB8AGLIXOOGHwHj2Q4JzSN73i+ynCYs7Qyog6R6zsHTOcNql36hRisW+AJCqIURYZI8gbkiAlyqNQXLrJYnLMdDm9ulSlAb+Ecz0EfpUssie1n2UNfdokcPvXhvG07aKaMUBxRViK3QxbAkQyWW266dNCJYMjzAflgGfUz4mzMPMwwrKAhxzuPSiRoQ8kSzmdUrk5sME3UvQW1cMGSSUHfxH45cuvOIuWQ0SF6q9cPoYMOS0fSQtCF0ohYfOcBiEmwQgxg1WJxBALOWnQ+RQcDhAIXoCUkUkHbWcFy69lN9zss7tm1sSUQ1KT+UWho2W8nDIm47i3IAl8XAIfRtIhB0i1GE7TZOZPkOHJsx7+Z4/G3mECqmEXkuHPLLKb7fvHWP5cki0S6YMILq+rnnnp7YPxzyctEuXc1Tdrkc9oOVPQ+MpukgGKvMfRHFluCWDnEZVUhx6RAn0tvWVVRH8BZjFrwDmf79MoBV/ev0egYBp6tOGB7d87TkwlV5dgbT6gOJpzb2uKpZ25StVDNGnKXLMEsg8I6jBess106QooTeJ+qVGCSQneZ4IMym9YgM4y1xCB4n5SjNZaIxwdFbMZwmGOGhr19ZW/a4DVl46nxTG1k+diIrJmwOuoxnl2iCGd43ZmHudY+yRP7c0wQtpcGXN/dxxiX6s+E5MNqVJxLrzrElixL9XEEsJkhzzPECDs3ZwyHJVvDjFyEm9M5k3FNbIRhUTLMM9rg8SEFTxsfUU0sFwARx3jScv36mHntiVHIcjmE1SB0CkwJsU1xDCfQ6PNOgUU9IehiER0U9KIinQ0ptxaJl0oWhvZRWVAiI4khk8cuN2mxTi24zEfq6xwmNXUKLileAWexzlHNIzZ4ciYElslYovYVpY340NJGKBkyjTXBpAVmYUUnS1US6QDQlELTkQCT0l5okoXC9535vgiQHiYmddCRdsdmXbpUg+BjwtK187QSL91SIWSaEeuaUKxSFsdgtk9kHxVDpo5Gm8PrRsNhHSHTLUzIredAkvVtTRrndWzJaMi652pJzP2Aw5oCRwq+qiajLHRlC2TRxyI02jKjIXScf6tHAvuHxsmCRtkFrBerw4uOwVvlDV5YZR8ejhye87nlZaHcF5aXKikY0TElBEvEUFWKbwPUhsFaiysz1CeczJJRWIOz5tDq8Z3CccaiQZk3c5565gnazSnj+hq17NLgyVG2RyN2pjOm48CsCIynM1Z7Jb0cmkbwocW3GUaSX7i83Gc+9xSDMlECpzVRPUESYhcjSOyc10UwVBN8E4MgXTDYh5ACveqIKFWsWRsNODlcxV7bZ29/hjaRYJVpVeP622T5hK21ZfZ352yWjlOb57nwoatghdXlNW7uPUndzFCylOErihpB1OOsQ6OgsaX1gDqcFaxL9WA0QvSRmztj1o71GQ76FHbGwcEe7TiyXPRYHjqWBwXWWuqm5upeTdsmKpdGZTqpmcxqvF+QypQst/T7OYIhxkQJM5JSsIvcURSWeW1TVvLhaLh9yMaYPA8xFuss1lpiiB3+vCjAxmGm4FFxJXSxuZdOFp55p5Tp/oZkdc4VfIQeXYmuhRGoCZI5Wj1hwX9eKDZPJMzH5K2ibQ2iGK3wHFCySs2MhgMMgRaPld4tq1RusTBUhYI81TNiYYCmMOpR2Oio96FwSANaGKm2U/QLDv+ilRkFGSVzhCam6ivGpChupkqLkEtBowHTDugvr3AjNjimOJPT1tUhk2fBmFnwvY9m86Z7J/fARO2KACYlXNMwoMSZHIk+BUNVcdFSaEFBmYL4Gpgz6Za1JI16WvHokZTbRLO3XewnPesCZDEYLBYvns8xLG+TxOjp/pMjC8aLiDtczJ7n+xe9wpdBFtUMVRO8YUgFwIzEzl1P1Lp2Hon7hliD6Vvy0mEKR8xa5tIkmpMq0YCzBh9akjpNVuzMl1RMCUHAG66YmjNZzsnVJT4532cyd1zZ3+WVZ85yYmOV3Us38T5SzWpy6dEre6ysDgl5jWZKUzV4X5OLxRqXcGKF0FmXqinrjJiKf1mJlHkGRtAYcdHhrCPPMuYauDKeMcqEzY0ed509xs6VfZwd0jQtA4ZsLlcMRzmwzN54l3vybd528l380t6v8V+e+QiTWBHoOPBREzRkBGOFLEacmpQ4JSAuLaKLGjUaInkGpVG0mVIsrbI8HOHsHtO24UY9pfLCJkOKLCOI0OvlWJOCtnXVUrceYoa4xH2WaMlMRq8o6PUMIUSaxmNICSJlYSkLIXOOOvjbxrMc6UNQfIjEeSTLBFGDMSnr1SBYmyCfBazRNgHfRkwGw5WM6c7LY0c07SDE2xyPzujzIlTB4ohkGnHaFZyyicFymN/BLUsZpSuUF6GtMTSHHoFwE6PL9Fmm1TFOPF4nFLpBoSWVzA6LWCU2TqIRh65yjAcaFHDQtfuoYl88z+HC1QWBRVLMIIbUEEFA2pS0R06PnBE9pqKQJzZTbCyZt2QhuQK+npOH4xR3PYS/8jFmB1cxLh5m6mp3j8MM18hhMCDFJLqs7s7AUk306QT/mAQp+hy0IUpM/H880E91rPA4SQSBVOU1EgioWUBBiQsvxuBwuGhZsGrSiDQpE1UNrUn03c8WOXz/h2ycxcJ0dB4gHQd+EfNI9zEohcLkBWz3l4VyX0RKQkxuRuwKaRWZw0nKLhsVBcu9HqXJ2Z3MmUznZKuW3BqicbSmJkokaFIKoXNZRFI5AsSwW4/xGmhCeg1ioRoYTqxuc+GpKdNpS6THsLfKXceO88TVXSaNQJZT9nuUyzl2YGjrlnnlCbMWaVt6eY62loYqMRpI3HYBxAcySUWtxFiQxPbITIbNDbnNkWjQYCGD3fGY3Zv73H9fn/WzPaa7AedGHN/aYu+gZtAraeuag1lNPhlw9+RuHp8+wfXNTS7crGlD4rNZp9jQZbyGltA4vK2xNsf1wPamVDPFROmKGYGzjtVS6BlPCA02M4zKjInURBFaFfZnHoKnCgErSlHkDAYl/X5JWzV4VbI8w2VCW7fEAHmesbScUOemcXgfUeeweUaWW5DmdgaIpDGQJutikeyUYNulah41hyQp+DyzWIlU3bHlyNEb5UxuvrTK/agNpgsYZFEgRR2WnIwSKyWNTqh1Ri8ECiISk2KQFANkEWo4CpEkKKA6coxiNELYZ8CQfc3wtoGgOFdS+hFVnBO7kr2ZQoGSE2iMEm1X3iAogk34tQTMkdII3ZRNxG6OhD4Awi3FoiR6qwU8DTWeZYYsqVJVnnaQU+R9gjc4TZURvXgmvQE3h32K8hjl/j5tO0tlCkjxicPYAx2f36W+cA1kUWljR26UBcZuKHSYMPfQYgRsdECb8Gv1NFKlc7TFqMGKTdUyLQRNi2hKIpIu2SzRo/MuorIoHRBpUwkQPltRL/oE9Mi/b/XTIYqzOKergW2xGE0EEfDkQA63u3XPkZeHclchR+hZoZ87SpdROkM/S6tibixF5ihyR+4KaA3+QMlNjmkh5gHpBfKROcTjXZYdhk6MSTRAawWjGUSDDwFMYDxQ1nPhrrUVPnJjhysHNdd2x5xe32SlXxLUkuc5Jo/UNMyjEmJDM2+RGkxU1PUZ2C1sqJjHPbzUtyZf5jAmQUapVvSt1b/MC5bKHG1bMI6s53h2OsVTcuHyHsePL5GPlP4W7LfXWN1cpu8KWpMzKHos7QxZmy5xfvUMv3zpQ0iekxGTSyoGCYnbP5RVZrVjYj7TcY8zVsptrofriRZmLAZDCIDNicYxbyrEKMuDgp2sSkFkY4g+0swDlQckUlcVoyXL+uoSvZUeURowGSrCfN4wm7UogRAjmbOUPYe1Zec+a+c5JFfXmFSbxlpJiVuqiGgXSJWOFdHVtI+xU/hKCJ6mkRRIRgkm4pYs+XJG60lZyy+hqILEFP8RHIYMR46QYUhVTx0OowYVy1wtlQRabXHakLdNCrp2ytPctlosQE0Scagzr0WVnD0UR6Er1HIdLxV1nFOaZWzYIdCmCoskDwBtU8KR3Eo6siagvR6qHpr6tsD30UzJBYbeJVh31mueLFzAorTMQQIz5vRtQeGV/rRFmFBSIGSoWJxkTLIe0yxj0N/A87F0r4XbEG/dJ/T6RBexVdqPIYrAyoDYeMysy/pCO/psKiwQY5sWNQosySoXEv3WE4kmrVxGIxkZpSvpe5dWPFJZXk/AL7xetLPXBWcE8Gg0R97PLct7ETZd4PILTL9LK/gs7R4XFCZgwdIvRMnhNt7755KXhXK3AvdubrI97FNIWqdSJN6jTeKtt22LF+j3Bgz6MJm3FNpjdrPm2kFFsaqceqBPLFokF/KsTM6LsyCWTCyqqR6M9clLCOKZxpadNuPE6ioXxhOeuHGV7SznFfecYqU/4KCdgFPaUJPFnPmsZq0/ot69ideaEJc4v/5mvvfrvo+L1y7yQx/4p1yNn0GCEoyinQXqVVGjFEZwNrm6llTmdn2lz7GtLR579gqiqfre/ixwTJZ56uJnGBb73HP3Jq02hFZY6y8zKFbQSc7EXWO9WsXPMhrnMVYRX6H0GebrFLLEqdV7uDt7LT958QcYcxltC/6r3/vn+Uf/8B/xzPijCb82Fm0806ZkRZPLmpuMleUho5Gn3RsnxR6F2muqO40lRKWqa9rQsrHaJ8tT5Y6mDUjQlElMIDYpgT2xnFKqu+DoFxmZSxhpUtyLn87CNQaXpfK0SeGnAHFcuLqqaEy8/uCTX26HUAwNwUSq3fZWZcKXQlQowxIly11iyyJp33QVWjQtfkSssWSa0UqBcYY2tuzrHr2Ysa6GXNsjFRm1S+ziEBpRjsAWBiQ2RJ3SZ4sQpzTZlHG9z5JZSslBpsUunCBNRrjxjkgX9HSCPXWC9fsfop7NGH/s13H7OymudEt3pcWkMypvLTwp9T6nR0HJnP1kqxrFxwaykqnOscEwoocQCOQY6WFdgVilOIB5sYTtleRtm7zexbsclIQsx62soCdPEn7jI7jZnCCW0699hMc+8zjx4tVkJRvwsaGlpsB2XHRLYQ2ZBGKoOuXa1ZDR2DHgUgkMjYFMSmwH8kcCiO+gnAUXqqtG39FzxQhZzEiEy9sH4FF9nNB5unMX7/B2jZ08ggAi5Ci5SV5KFT87UH9UXgiP/7JJ4Rxnl9dZL4eUkiMefB2SW2iTNa4YVB0ER+YsS8t9XJ5zc7fi2rMH9NqSE/1NhjLAYMEmbE2sI0rEOshyl9x8ExFCKlFqhb1Y0/Ys5zc3sL7l8v4erfec3dxi1MtSMCWAeoOftGytrCDOsRK3eMfy2/i+za/n5Ef3+ZrsPN987lvI2x5qWiypAmSMqbyA2jQwnDMsDXqQKROtGatnxpzRasZ9dx3jxHDAZr9PPd3j4Vc8yGCwQlCHceByw7yZY/sw3h4zW7/Bpt3g3uwsJkAIEQ1KFT2lHfDtD383Tz35GGsbQ9669V6kGrE33Wcy2eG7v+0PYk3/0NV3RhhZw3JeslRmWKtkPcPSasFgySGZ0hA6V7fDN11iBhmnXXAu1dJwJqaaHy5ixKNeaGulrgKzWYWvWnJxrAxK+mWW6rm7lOvgfUyVEmPKYwg+BciLIifLDC5LMIyIOcTmISmpvITRUkGeO+qDhnr8Umr2lMwyMJsUZoSlhK4SSZeMehuGHY1gxFCYDGOEORVT9UQGiCyjaduIlECEHFqzpsNlFzDkUchGmCJMKcIyQQUvUwKBQkZYtan+vk0JVI1CrgUi4N2QsP0w7eYbuLC3TtU/jb3nYVqbvufW2toFyY+2xS2oEKSSYhUlhhEDbOhhtUdbB1bcENdBGiaBmcToccGz1uxzrGlpywFhsJ0U7eJ+DqTXo3f/a5jsHNCXDM7eT2MsAY+f1py65zxadMC8puxSx4CCEY4iYdlRKVUoSHXtUc9hUsGCaql0ZQRSZFu6DU5stLjYJS6R8mACER89QQ1WSgr6ySM7fBeLbNdbxboTo0tS9rsulv1DX+w2cQqFphIgjUL9omPvRURE/omIXBORjx35bE1EfkZEHut+r3afi4j8zyLyuIh8VEQeebHrAzgxaRs8n3YiamOg9i0+BqJTJDdkeUGelYCQFxmjUY86eK6PZ+QF3Ht6g0Id7Y7iqhKCwUiOsw5nDa1vaJqGGFPCgiHRBL0Y5sZzPVYcW9/gbH/IfjVm5+Yu954+zl0nj2FFaduW4KGaB4qiZJgPeO+D38EfOvPNbD0+Z3hjj8F+w9cc/ypOyV3gS7wa1ETUxJQ/bhKlLITIytIKeWERl5EPVtid1Tzx5FV2ru9z311bPPLQcVYKi20nWCtcu76PkCEG1lZHOJ9hMZQ7Jb39nFfGs0itNHVFE5ISvnrzWTbsMmdX7ucnP/av+br7v5YH+q8j1o4nLn+S17zmNQzdBpmU5D3D0naB28qY9JQbtuVGVjFZbnF3ZYxescTw7hHFlsENI9aloKbLDC5LYLCPqXBYE3y3i5SS5xZjlbptmc4Csyownc2o5xUGZdDPKHKHtfZQSccjNTliTEHYqmpp28TsTVCNTdU0U32FtH1gTyhXIC8NftYSpooN7nNOlC/X2EYsYnKiaJcFGYh4Uv2SgCUVjRKT+tCKIRNL1JaaKU4NK2YFkZIZGQ05i+okC555PFQaR7x6hWTjeGCPghLTDoimodaWgV2iF3vJEpXE0PFEjFiMzemfezXx+Ku4Mu0xngizRrDbJ/ErW0SbFoWu8GgqHLeAZYCcnAT0KU4gUDFmxpzAkCErrGFiQQgWsUJFQ7J8hYKMaBOkuiOOmTVU/bN4kx8WNBML9cEYtT3MxjqTT32C/vFzxI3jtCrUe3usLa8ioz6aOZwKPYWCKbCLY49c9umxzwozNlxg1UWGJpJrt3AeKlpIdWE8PraExE/qFLbp+j8xb1o8raZid0bNYe3252LrRyXl6oQOMOreaZelf6uGT4JYUslgodWk3KMxz4nO3y6fj+X+z4B3PuezvwT8nKqeB36u+zfAu4Dz3c8fA/7+53H9VGekP8C5HCO2c5EkRf1zIe+XFGVJmZdkWU7mUmrdwf4eTd1w/OSI/lLg048/we7VGYwFM9dUGa4ocJmlqSuqqqJpGkJIbnAQOsvQM65m1E45u7VFkVn25jOcU1wGK4OSXkZKYJBA01pee+o8D/XPEK7doGlnmLxE6wmb05bvu+87eHv/nWzF0xQ4MhGcKiYEbIAYA9O2Ii97LC9tM5sYrFuiJvLsjTG/9vELPHV1j1Onj7E27HHuxAlcMLhgKTAMM8tqf5MT4Tyb187iZgUPcBLbdpsAtJ7mQJjWDe+7+D7e9Zrv5OqNZ/nw9V/kT73zz7Fan+bK1Uucvesk3/DWb+bVD72RjdOblKczpoOaq/U+N2Zjdqb77E138DKmXFJGpwrWHxixdd8yo+1BYkVEj/ctdVMznc+ompY2pHC2iCXLCpzLqVvPdNYynjRUjaeOkUkzSztMZeaI9a2HODLc2qMz+EhV1TRNyrhVjeQFlKXDZYYst4yW+uTDjHnVMN/3xEoTHe75GQVf+rEtKZdA7GIiLoJpCngsMe3L6xzGplgJUWnahhAjfTJsVPbjmBmRmpyWHJJ/iuksWg+HCUSL2ueLwlyBBphT6AAJELQ63GbPtSBeOi9MiU4ps2No7wTTA0NsBJtBmMO8KbDnXk995jW0vZUEd8UElcTQ5WWgKC0WweUFbaYYK4hEapmzzw6VjBnYHi4U9NyI0G2JkVL2CuxgyHh9iSurQpUJdW+NaHIAooWKVPOmvfE0o/vuo5lPiZcusvHq11MtrTCfTBkVPTbPnWP55BajwrIsNTkHwAFBKoINBJO89wJYsrDuYE2gL6m8wsK2DjHQhoagSbEvgqHGGAwG39FMW1pSTmybyhzQdBb7c+hRt/1OdwkxKfjYcVydpjLoyRMy5JJ2fg2kUsJej0bYn2fsvdjgVNX/COw85+NvBf559/c/B95z5PP/TZP8KrAiIsdf7B5iDUVhyCxp1yUM4gwxBykF10u0u16WY8XQVDDdrwhtzfZKj3NnC8bVhOk+LGUlrvWYqqvvTWByMGZ6MKOuWpra0zZpW77QBqIPtAHmoWGnnrOyscZqv+DaZMzO/oS+Cq5VVodLnDi2zdbqiLaZcs/aPQxaA41AaUE8zCtsO+cN2T38ifPfwfee/jbW4+kuTSPDeofxBh8MO+MpW8PjvHH7Eb7t2NfyGvMqluqTrOkJXBjxyaev8Qu/9BFmk8iJjQH33bfewUklK6Nl8mxAmW8nlzg0LJklenGNuvG0FXzTA7+HZXuSX3nyAxw/uc09o1fxc5/4MYoy491vfg9PXn2CZ69/kre/6Z388d/7ZzmxfA5tBH8ghP2a+fXAzaeVm59umD7uqS7Mqa9O8U1Lb6tk4/wqg60RbYDpJLC3U7F/c049DRAcqEVssuqLokRUqGcNs4OG2dgzn7ccjKc004jpMlCky9YT60BctwNXmmbiwOSCy7MuQB2JtDjncL2cYiUnHxjC3DLbDfgqVa5sJXQ46EszthFwajFxUTcghc8iFUoNhOS6S9peqbVKS6IF9xiwRJ+2s20tfQIZLQ7t9utsLdQGgukKeEn3m46+aAAJRGaUYnEUBKa0sUEpCMHgoqUMjjw4okbypU28FngjZF35g7aFUAvNcBlz7mH0rq+i7a2mksqa4LOIEA201mPLEfnmecozX0048TD1YAlfLhNsxlTGXIvXaZ1S+B4rDJMyNeBcgeQOltO+SdqCzwp8VtDVr6M4dy9xaUR981kG/SFsHmP2xKexWNbP3Usz3qPZ2WP9xAnOPPRq7OoKXgwVlgrHTAz7AjsKO96y3xomPvXZwMKagZ5L/JeWSCOeBiWISbxUuVXN3XaxohalIb07j6eh6ez7RO9csF7oNnU/irwsAs5p/V8EUVLWqxOl7OixHkMFXZWeDkZ6ARL9FxpQ3VbVy93fV4Dt7u+TwIUjx13sPrvMC4l2G0PnDokWEZu203JKoYJE04WF049vPcFHloY5W5sZy4Oc+bjmVafPUfYtu36X8SQQhi07szHXdm9CA84ukms67rCm0R8VvInshTkn8nVOrm7xqUvXuXLzgNHykIDl6cs36Y+nnNrexC45Tmb3MZwPycweJs9ogsdYi83ATCo2KPna5dex11b84PUfoc1rcu8YDXNqDRTtGq+R1/FI725GWGblgFd/89diipxf/fSv8JMf/nHiYM7OeMLBRy9x1z0n8E1D23i0b7F5ictyKISBN9TZCuez8zzbXABb4veu8Sfe+if5Bz/593nq4q/zda99F3/n536Vf/PBf8G3f+Mf4IOf+gDv/9h/5Bsf+T3ceHbMA8dfy9Mf/Dj5UstosMWyPc10/2PMDlIguzGRqa8wQ4O7q2R1W9isR0xujmmnnlmIqUyzGqwxjJZ6uMzSdhknWvbxeVK4pm/J10fkJ9cYrq5x6kzNVtOkjORZzfigYXZQMduraaYNhJrMCGVmyIuM0BVmI6TyEL2BwQ6gqismu0pbgSHvNg3xhN9cEtMXeWwnK1NM8tyieKJOSft89jGHUzBN6kVGaE5OTxOHJGBYzTbJolCHPRqUnERZbAvwgds2xVjsUnQY7LSKNDMMfTJGzNmhYkZB4g9WmScolK3FiYPNLaaZQ+rEs1dN88Uo1I3Q5EKxvonT1xA+8yu4uiLExAEiBto8x515iGzpNA0FPt/i2D0nsRbGly+w+8QnKJqa1lfsasuIXgdUGQpjMJnBGMEtcOXS0Q62sHs3ERHavcjKfY9w7eMfYn5lh+Wz59i7fIHxpz/OiQceZHz9MgdXnmX5gfuZ2Eh+7Dj7N/YpaosrSuJGzuz6TdqYiuqLRjTU5KosA32NjIylgpTJqpEg7cJeJzcu5WCIR9Uj2mJoEZRMoHSWvtQUuVACMZQJ9tJIQ6COkVojbUwEJVHBquuArEggdswZQ6ZCTiRIuKXYTcL6bdTbmVPPkd8yW0ZVVeQ3vwOxiPwxknvLoJdzUNW04mnDnMZEvLVkkpHHHGnTphw+pL1VVVM6/crKgNGqYTytGJplzm6v0dAwvTFmGBzz63N2qhvMtcaZjJYZZVFis5SDFw+LMxhsluN7homvOLa6yTM3JtwYT1nfGrEyGjFuatras7Ozz3JYYXV5DTcviS7H2YwWoVf2aAclYTqlrAJ5nfM1G2/iQ5OP86nm1+gPoVfkDJsh59w9PDK4n5PFKUyElWyJOMxos4a3PfI6Tp9WPvqZX+FDj/0GV3bnlP1ljm3kCDlta1kp+hRRmfeEYgpOMx4pH+C/yEeo8zm7/gbb5TG+8sE38kuP/QJ/9Ov+G46//wHe96H38a2v/i6+5Y2/m5/65R/l29/6bXx8/wbvfsfv5QMffj+ZXGLFDvmmr/lD/PN/+7d5VibYqDQ+w9aB+ppnbCvW13ssbTj6w5zpLLGCmlaZVQ2DxjLSjDzPKcqSYZGz/IDhwaUleoMe/eWcfJDjMovLMqJJu+SkUgmCi4q0lnYCNy7t8swnnuKZT32GdjKj9SHBD1YSY6YMFENDHRqmB4GmMhhxZM5hc7AjmH2BSUxfjLGdm5xW54RYoyHh7aazwy0lSJaI2zGiskhmMRRk3SbXLZlZYuiWEO8JocbjmHWbPC+CqGq7fUYXgU44rLdigcx4NNQUZoU67hOYY1nCaUarNQGoCXhncL0RjYDJONxsw+VQ5OAbqCO0GZhjJwm7J5HLT5FykC1t3oO1U/jlM8wGeSpwNXCoHSEhsrlyhtFWxvjyJabtNRqqFDuiB5klWLB5j6iGTFIFRHXQLp2mt/MZMhrifAqDJUbbJ5hfeIq1172B3a01di9fYHDfg6ydO8+NJ55mYwZephw7d47dK1cw1zw2G7H6qvuYf+Cj5DdvQEzeRoNlqhFBKRV6QchIlS0VCCbggydoC2JTRrw1GOsoJZKXBZlLG4RkBiySkgSdSwtttwFq9EKwlsYKk7ZlZzJnf39O24RUWpy0OY9qCr3nHUbZdPTUZPynAHBpYPYCsMwXqtyvishxVb3cuabXus+fBU4fOe5U99lniar+APADABsrfZ01Fa2tyUygyDIgYxCVwqdVfFFytK5qGp/cm/6wR5CGm7s1w5WMhoZxU9H6iM4jEjz9aJhFpdEaWwhiPMYKGhNmFkPajHqQ91ET2ZkdsDYYcHprg8sH14jRc2K4zrSusIXSxMCSO4GdQm84oun1yJopdKU/C9cnSJW49gobxQpfc+btXP7EU0ixh5+u8vWv/C62r9dsNRl5ZYgz0LhPmZ9nuNLHtRnFqsU9YMlKw5PPPEsWW2LMubEzYWv5GEUsycUwztI2glmMPLx8F2ebbS7MnuCeM68im45472u+g+//8b9C2054x73v5B/9h7/Np59+nLe/7p184sMf4kO/+h85c/4rMXXO13/1u/mVR38IcTNWRwPe9PBb+PBn9unlA3rFWT7yiV/nenuDZg9mNwKjdYPLLdZkaGzxorS0MOgzvGeD1ZPbZEtDbL8PvVS/Jmiq6tFKTIO1DSkNnbQfnoilNTnZ0JEt55w6fYbzr7+HZu+tPPHhx/kvH/woOzdvogRcrpgRRBcJU4O0FmMC6j0+BiQv6a/3mO+PX7KxPXBDbUOF+oq0e6agxmLjCJF+2g6RlN8YYiCahOlakS6o2uCMID4ZPgkFzgmUaMgxbQ32Viq64ZAgchhYNTHx2ANzRJYoZYTXMYpi7RLR38QlfA8dDqnVkZW3sHZNLDykSK/psLRt4cjO3EO9v0s5GVP3MwavepjxbAMfcnKExoBOBdmA0hpaM6CQ0ywjuEswCVOiZijKnIZRHtE84euLfUpjFKS/TpYtE+c36W2vUOU5w7vu5+av/Sdi1VCcuoer1z/C6niP5e1TXL9ywLVLOyyfG9BaYfPsGeZ7T2ObSBYdS8dO4A/SXr1+PcPfvEaYz5ibyMxrKgWxKMOppE7oYgnDTBn2LHlpycqMLHMpnOIj4iOL/RFVFeYh1Zboos6mzHBOKS0sFZbt4RrVtnDtYM613T3qKmC8YlUpJPVBpWkvrJSNnO7jrNKzt3IfPpd8ocr9x4DvBf5m9/vfH/n8T4vIvwK+Etg/4uI+r7Q+MGsq1tYFMxfqJhJC4pG2QQnGkPcHZPmApuroQ65FisjNnRm711sGcYJKZNw07O2PyY2S9Q1L/R4zrdmXiHVZwvK7XRG0y8Ir+4a8METfcFDP2Mvm3LO+zv5sl8mB5+2v/FamH/xZ4vIe2ShjOzuOizmSWQYnj+MvPIOpWxSLNRY1Ds0NEoWsGPFwcT8Prb2CTzUfYH2wxQOrD7BSPUve5sQKYm5oZweY2VMEu0K2mjOQYzw4ej3L94w5tV1yY3wdr3B8dRNVz261y7F8DzcQxEKphiVd5uGle9hbvsqvP/1zfPtbv4fV/gYPrD3Iz/76z/O7Hv7d/OCP/nM+9PEP8fbXfTPf8Z4/yD/+3/8n/us3voNP/8ZVvvVr38Pjz/4Kml/k6vjTPPLwm3j2xgdY31rj933z9/M3/s5fZWfy8zQBDq62nD/9Om4Un2DqruIVBpuOMw+d4OQDx1naXCErB2n/V1GoG9p6zuxgznSvohrPCD7Qti1t3aCx2wjdGWw/o78yYmljjdHKEnHUx66W3P9193P+Tfdx4dMXeeLRT3Pz5mVqP6GettA6cpuSWEKMBFHyJYMdZS8YdPpSj+2oER+abneeAZ4GT8Bg04YkmtBzUxhajURJ8A0aqGioCJg4R4i0zKlpuuxHxdAneo+xaeegBe/9aMjOabLoU5GyBqNzem6TcVvTSmTlnvu5efWTFPtjcixtv8fYpvLKo2XY17SnMV08WExXW14SJMbKJm7tFGH6OGY4QlaPQd2nNYmq6Qz4Oege+FLIHcTlkoy7WD3o0Tu4hNc5agJZNkyZp9WM/nw1hY278tW+KJDBCYbzG8wuXKS8+1VofwWzvsnelWcYnr2Xi0uPc7BzjZWTpzl9z1meefTTbJ55iHFTs3XsLBcu3MBerdEb+ywf22T8zAG9vGD1Kx7kE7/+IcKTzxCNMnVCb3sDJhOkqpEQ6KuyXjrWcqFXCq7otnwkElrwVaD1kUqg6eotRY2EkEp7LHZsylxNkTvKXk6RK5lT+oVwdrng+NJx9mZzdvZnNOMZ0XuaCEEMxqQNew7LmBgoXmQLyRdV7iLyw8DbgA0RuQj81W7g/4iI/GHgaeD3dIf/BPBNwOPADPi+F7s+wLzxXLh4QL+3wny/4aCJeISDakaPyGhYsOaUkU389dZXRBtoAly+NuHitYqbN68x6lmaGGl9y/pyj2MbPazLKfMBtasxmWCMdFvfOYiQFZAPMoKpaWPaBepGM+H48jrH17aY1HO0gvc8/Hv5u+//X9jejGw+uEFWZ1SzivVBHz/oY7QiOEftDHVm6NmC0ERCYdia5nzV9iPcuHGFkyvHGWWWouxhfIHmK8hwCZsHWj3AYmgaIfQahqPTLHEv+eQio/46e/VN5tNdhm3kQC6wG5Yw+RLWgYmOwpdssc3yyDCzEz4y/gm+1v0Bvv2h383f+cX/hfe+6t28+03fxi9/5KcYf+cud51/gAfPv4Ff/Nn38eY3fj2Z7fOVD34DH33ih7l245O89s3vYOOjd4PZ7RbAEWqUWLeEg2V+91v+JAeP/z32pjscv3+Tu195nNH6ErZnCV6oxzVlq5jKM9/d48mnLvLMkzscXK/RGFheHiGi1JVHxKGasOkoTdrM2Agmy1jdXuPU/ac4/cAplrbXOfnqLc6+6jh7+3OeefRpPvmhj1HVY4wJNLSoUczQUK4ZKNrnjTl9OcZ2wDNhhmOJyJyGKVEDDVMskZwME0tcnWEzi/qIhNip8hkTSaW/sligHTJd0GdAHwhYNdgYMEeIE4tEJqvdlmy2K0bmAxrHqBuSmwFBG2qE3r0PM/7E++lVQr8YpDrpHjIHed6xKu2tH2zyop0RGs0o1u4i7t8g6y1hQoF1huDADiAvIItg68TzFgtFBFmxyLEBWuWpTEY7I9Ytmln0xgFlb4u8zLCS+P9tDr63TK4WM50iT12gecX9lGfv4+Djv8bw1L2s3X0PN5+8yBnfsLyyxOjYGpeuXWP91HHEGobnThF3LhGuzRmePsZ0rYeZRLIAppeBKDEKVZmz+sgrufmJx+g98yzrubBhc3rO4gxEq9RR8ZXgfUbdwLiqONCaGYntkrsMUdLOq+ZW+WHTBJh52J9jBPq5Y3VQsNorGPQdW5llc3OFZmvAzUnF9Z1p2rdYU9xRVMkM9MytDbOfT15Uuavq73uer97+OY5V4E+92DWfK8Ere3szxtUA7ZUczMe0M091Y4YLyvKyZ94qS4NA5vq0rkVd4GDcsHujYjZX5mHO+ECJYnG5oVcq42CI45amr2TLQpBAjClM3aKIU5Z6fYZ2RNWG5FLRst+MuT6bcHxti8euPsuj1z7Ot7/uT3LPRx7i8Wc+Tu/MMoNsGevnqd7E6hL1eE6e5zDsU6wBk4gxipYZ7CnnRvdw8uZ9bOQnGVBQlH2kGSCDHDOwZO2Q+U0LLFMUjnm1S6MH9Not7h6+hicPPsTMBIbLhtXjyzz75E2aYsrWxmnqZ2bkrbJC5AFzng/VJ6iXPsOHp+/jzdvfyv3HX8lmucnPfuKn+Y53vpvf+Pj7+dQnP8zrHvo63vMN38X/9oP/BHljzdLyGl/zyNt55sL72T+4StEXvv5rv4v3vf8nicFgfIlpHUKFcwXH1zd5zf1fwZnXb1CduooxiswC8ycOuHbhBu20oW8yBlmBcS2ra8tYs8Lj04scjA/wURHjabXF+5YYW7LcUbiMYYdVTsYzLl69xKWPPcuHhh9h++4VXvmGk2yc3cAtHeO+rzjLXQ8dZ+/SPo997AmeePQZ5uN9BpsFrjSpjs3zpPF9OcZ2JFKrx1MhokSdJS42CjSUFAQ8WcwRb5BYd3wLT0XEm4jGqlu0IrYrgtWioC05mjbJXtR8SdSLVFagAVWLl3DEmq8IcUJRLFNV12lvPsvwrtdwsLHNwY3ryGBE7FliV0GjV0LTpo098hx6kjIjRZNVXgNxeYm4dRw7yokmx2Zgi25xMDAvYGyhGCSsWCooWoXVIb35WerLF4k0FFEYRJjUFXkd6C/l2K7ksXqoVrapr6/Qr24QLj5Gfu4cZrCGlANmz17k+Olz7F+4yf71PZaOb3Hs7FmeuPA0600k72esbB7j+to+cdqQRVi//xQ3nr2cathnlmgd4huMMxTFkNGJYwyA9StXkaA0URhHy2Tf02hEpEglhWOkyHOWckdTV7Rti9LBMxpS9diY8hlUMoxJJncTPbOq5ea8JbMTVjLHlhQsOUO+nnM8L1nfKpn4yM50ys7M09SRvqHLH7g92/W58rIoP6CqtK3noGoZrfUxWZbqt8Sc1itZbbl8vebSjZqN9Ug5UsTDxWd3GR8AMdWdbjWlHRhraVTYmbdEWmRa0+uDGxiccagajPFkeY9TvbO84dxXUAfl2v6E3XCdp65+kp3ZnLuPbbAZlrg+v8inr/8XvvMd38Pf/uG/y4hlqNMOS/XBmPLENuP9KWW/Rz4cEGvw4wk2d0iW4Z1Q0uN1x76C0O+Tx5xRvoSRAcFZrIuIOjKx1DPP8FqB3TwBvsVOegTdpZ9lEC2NKF4tbZjz7N5HOL50F2ZgkP1IFgNbYYPTPMy18DgXw2U+E36d19h38i1v/hZ+4Mf+Hl/94Dv4jq//Tn7qZ36GV73iq1jqL/Pe976HX/7A+3jP7/oOTm1uc//pt/DJSz/OzZ1LPHj/V3L9RsOof5xXP/wIv/TxH8VKj83T6wz6BW990zfxkel/5GM7P8nB5avEa3PcNJDPawgVs5hhN9Z57x/+Bh56wxtYWzrHr//iJ/jv/+LfYufKDYyLhBAJbQKIQxuINm3Iaa1SDi11CPjaQFXTryb4C8/w4Ud/gyuTgtXtNc6dP8v2meO8+f438OqvfT0XHn+W3Z2r7B1cZ2fn4FbK+kskqTh1TWkMKQ8rJtaMKG0UJl0hglILrAYMLVNqGgld+VpFJSQYQJM30GgDmjzcQgXTVdJSOLTipVyjv3mGIC1NmCHzMc3uDiHO6cVlkJKwt4u/eo2t86/gQjMlFD18TGBv08KoB3UDLoPcJrZG1dAV0Eq4dHQWe+wUlD7tzVoIptcds6BjmhQQPLBCHClVEIJ1jCZD7OWC1PgWTEZsA/HqmNFqj1wEH0G9UJd9Zpsn6F24iUx3ya5ewd91lrWz93D50Y9x5uQpts/dxeUrl1g6tok1ljPbx7h57SonT52mcCXZqXX0E9dppxVLx9epyogpC1ZWVpmKQAbDPMM6x8bpU5gwo7l6nWnlmZERGaaiYXi8eMQ2vGJthfWN49iNEVfmU/7zY59kVjXYRZVYpSNlk8pHaGLIZJpKDnjbbYtZlUwo2eEAXx3QN5blfsmoX7K2NKDaHLI/r6imNX7eUIfw8q8tY4yQ93rs7ra0cYLxkKljUDpcISwPMtpmxmRWMy0ayIRm7rl+bU7VGKzNUbUpimxTJDuV6u2yyRootyXVdXEGDYpoopd9/V1fz2tG51nvr9KeGLHvAv/psV/iqd2P0lsacN+245NPPM0nn/0lvvMdf4nXn3ota/kAO2tQcVQHE0bnz2HXRqQUQ4vr9whMCKTdkKwx5JVyNtvGra5j2kBowGSpWBLBpAHsMpwqk08/ySAew48yRnGZvL2fyfAaz9QHPPqJKxw/9mp6vRvsH1xktnwDt7yZknbEMZo6HsnO8Wi5zLTX8KuX/wP3n/lKXr39CK84/mp+/sM/w7d81Xt5/6Mf5ONPfYwH73qYkw+c4e5wHx/6+K/x2ntfz5ve8lae+ncf5plLv8HJzVfw1jd/FaFRvvGdb+dH3/9P2Ty/wate+dWslmuYFc8n3/8oH3r0o9haefub3sirHnwFP/WT/57xgWdcCw88eILhWYNbb7D9mrd80+v4U1f+CP/DX/6bRN8RzGwK0oESQ6RtGjQjYfHGohLYXM04udGDSjl4NrB3bcbkUxUXPnCFYiPn2H3rnHrwNKdfdY57zCbVxPPkZ67zq5/6hZd0fDsj1Nqi0RLFoqRxasWRmRL1kYYG22UFtQTmNAQWNXQX+ZspqUVVWVS/jzhaDfSC3ioQGABb0Dv9EGF0Gs0cth/J7Ixw6SLx6g2y2tAPAybe0zx9jY3TryZfOwWmT0cIoW5gbQhlSgxHSJY4dHTiDhZoFSiWKfsJfw4d00Ztt4GH3CpbfPMAdASlgVBCu+XYPFgnPnOFPRlTDofYfUOczulNA+XQpW2mHcyN4PpnWTaPkzPDP/ME7uRJ4vIx8o1r7F+6wNbZuxlPbjCb7NJfWqM/6mPrPuPxLv3ldba217lydYfmxoRse4WtpQ28wsm1bXZX+iy7HkunNzBkZBGu742ZVDWtOI6tb7G2tM6lpy/TtuBNxVaRsTKbU8xyZJpzammZ2V338oGPf/ywauWiciek+AGqh3vIQlL0pZYMGKIYJhimAW4EcAdzBpMpq86y1i/YHPWgl9EOlH2teWZ/9vzj7oszfH9rYpwh62U0TaSdezJVaCFDKJ1hkFu8ycjzjLLn6GUW53OWihrte7y3ifFSZBTOUPYdzgm1QF2BkwypPdK2BJe2fjNScPfSvTyY3cPagSMb71EEz9aJ86wefxcHw/u4Xlzk5vrTrM932HvmIhcufZR3vPrryPfaVFKVgM4rQj2jWB7STmepNFTuMEVGGyI2d2TGgXf0xTDKl2jnNwnOYrIcazNi1VBXDXWosNUc4i7t1chsrlRrFXE1UrVzBr0BJ85uMeeAabXL1lLGpfnHuGfjrVTXhXa0Aq7P8ZsVx2f38Fj5MR7b/yj/Zf7LvEHfxe976/fwo7/yg+zPDvjub/s+fvDf/SPO/ZEztFcMb7jvLXz6sY/DEO66+zT3P/41XLrwASyOTAZcnV5ArfBd3/snYHWfk0tvRHzO448/yn/8qZ9n1uzx1W/9Cv7qX/+LTJuGX/yVX2ZnZ8a5u07xprfeT9scsLtzCYMjH0Te9d438f7/9BZ+/sd/gVTIMik8uuQQ7wPeJ+VmLAyHhs21ktYLTz8z5upVn9jeWUSsZTpreOzjF3jymUusnfo0J08f5+xd57j/kZN84v8YvXRjmxSADGi3JaRNmymLxWqG65giVgyuY71HyXAogfpwo3ArOVYtWVeNJUhNMAFMjveeECLm1i4b2OE61fAE8zZHKsF7y3B7CT3zANpvkf1delefQQ8MB3sTqiv7LB0/y7TKUowigm8Th77MoPEkJU2CY1JgLz1gMIK4lHiojWC7EgHS0fc6tBM/AWYw9aASWYuGfhsxTYsTx0gdZj4nNkqmHnNtynJ/iakIeQ9MKbRxlfngGPnsCfTmFdylZ5icvou1s/ex9+TjhOA5ffZunv3MY9x7T59pv2S4usnBbEphIoNByfTcKs3TE/pBUWOJcYbNlHtecRf9yQw9vUEQw8H0gIuXb4AXjq2u8ZoHXoHGhqvXn6WaBIbDPidcnzieEsezVAojWs4N17myscHTV2+khMzDghFdNkO3OAvJs3Hq6NMjooyZMKUBwGrEiNKqstt6pmPPcD5jmGWMBn22ipLCPr8Kf1kUDnOZAxtwmSfLA1VTsz+ecjCdUoeKQEtvWLB9coPjJ1c5fWqbB++9jze+9nXcde4Ua8t9lkYlx1YK7j2xxL3HRpzZ6DHIFUsgE0c7DlA5VC3EjCIr2ChW2WAVM29pJ56sadGDA44vb3O3Pctrxg/xcP06Hth+Fesn+jx981EeesVDlG6AOkNwijVCM53ghr2OPmDAWcgsJs8Qa7BZRjQOU/SRoiDaZLWTFWkT4gAilsGoTxv2CFszdLBLz06Ifo+dG48yi/uMY4sZGKb+ILm9KwUX6k8yX55ilqGd7BNzy8q5h3kwvoas7lObwE9f+HdcN5c41j/Be77yu+jZLU6tnOShe1/ND//bH4KsZl613H3/ecyKoS08b3nHm7ixG9irn2UWb3LioRFPHTzB17777Vy5MufuE5uEzPKBT3yQWZhR5D2++b3fyNJ62QXDHbFw/P4/9E76+ZyDSwdce/oyF598lJ39x7BrY/78//BnuOvBu/DB0zYtPoS0T20X9PYe2ipxfQe9ghAdz16bcWU/4l2JHUbsMpiRxZY5xuZkMaPenfPJD3yan/7XP8uv/MIvEkLzko1tI4INIXHQlVQ3PDZ436DeIyGSi2XgSoZSMHRDVobrbKwcY6kcUZiCXHL6cciyrrMU1xjGFbKYpyxgcTQY2m7Lt0iX0JQPafMibTSvKUBazwVXWpqlghsbx6jOvoJi9ThDFdqrN1heXk6GiQhWk3Ju24SdS8fMsJJgH2tuJQOKA5ul7TENyWq33fFRUzwgz0BmsBlgNBOyyuIqkGsenc2BOXn0MJuTqUeY0u5dZ6WJlJoS0xww2jBMt+6ixWFiQ/zMo+T1HCn6rNxzH5Q5Lh8wXFnjmWeexPqAt7Ay7NOzEYfn5Poas6yC8RxRz4YIYXqDU8fWGZuaoVvBZsJ4/yra1BhrOXvsOIUKSKQpatTWnF87iakMkyhM5p76+hi9Oibfm/O6u+9lbdhDNXZ7sXZlMJQuwzU5WNLtzhqJTDhgJmPEpV3iSokUkgKo0mHsVVCuzhsev7nHpWu7aTvR5xt7X6pB/ZsR5wyj0lIWafXPshyDMK8j05mAz1gZrbC0ukK+0WP1+DHuOXcvr7r/fl7/2od56IGz3Ht6k+PbyywvG0YDJSPQjhsm+zW7kxmTa0K9F+nPCt586htZZpsYDAe5RbIRuRlRjJYwmeIGFrO+xnK1xOkLp3ioeS33n3yYmblJORRW11YJWYbPHLZwNFWFHfZhNECyDNvP0FGOW19K1DYjiDX0hks4Y+iVfcT1icampJQ2QiZo22D2PJacpoSmn9G0gXnecHl2hVALEj3VzTmTeeTT13YxqyXX3GVCP1IGg157mp6peMX5r2W9PYUX5Wp4il/c/3Ha2LDdP8fO3j5BGt791e/m8s2b/MSv/RuKLVBRlteHmLJgtLrMW972dj554TFabchDyYmVbUauZMmtUuuUwVrJ1toJ+q7Ha157nve+521k1vLR//wxLj1xjXe+6xvYPunoWaGZNtx85gYXPvVpnvjE4+xNrrF2tuDP/uU/Q1H0U439aNPuNpnBOYsRl2r/qKEJws5+y8GBx1lDOTBk/RwpSowTnAnkkkjdNjZkIaATz4XfuMTB3vQlG9spCpST9ubRrsCroRVPbT3eSVcUz2LNnLwPg+VlVpY22FzaYr1YYylbYWgG9GJOoTmCw6ulUaWJFTNjqDDUPiPbPEvIB0QjZJnH9IAyVcu0CrlAry/MC+HiaER1+jy9lW3swYQiKEWWpY1ebOdxBMgdFFn6d9ZV2+i52wuGZVn3vBmYvLNQF5Rv0uIyC6lWfGGhcCmJUNo5zewGwUqqZS+2CybvYPyEcjKh1AT1THcAD/1zy1S9lZT1e7CLe+IT3Ua0JU1sEI1sbJ+ibmccPPUZhppK8JbG4mygyC3HTm0xr3aRGAg2x2UjjO1Brw91TSlC2e9jsoL1wQpnV08iWK6Nx+w3DSePHWc4t0ib0aow9oG9Sc1kMiVOZgyayKvvO4/NLNEIarXbBlQwXWEwJZXODqalkjkNHqNCntQBrotrLPAbA4cYfhPhRuOpn48twMtEuWcW7j65zInNZYaDHiurAzZW+qz2Ez0O61heGlGWis0sRVZQlCUr66s88MD9vPEr38ArH36Ic/ecZ33rDFm5itiS0dKApZUhg+U+S4MlrFkmSM7Jwb18y0Pfw7zt4UyPwcnXkq+dIV/aYriyiaglW9+g3t7CFptsXzzGyav3cPnxMRf3LtNfG4EIWZYnM6aqcQJuWKIOYqbUtkELSYX/MZSDIcWon7aI0xyVLBWPChXez3GZZf/mU1gT8b5AbY+pv8akd5WrepWT3M0j9ivZZoNWaopBgZFNmjDiwvSTmPWWmLdkIVI/e5m7h2d409a3MJyeoofngzv/kg+3PwauZnur5GPPfhDtB/7QH/yj/Nsf/Tf83E//G+SgZnplSo8SEzJeec8jLLsT2N6Aix/cZ/up0+z82k3e8pq3cO2pfagCb3rH6+n1+5y99zTLQ8FJxcnN03z37/q/8IoTryG0B/SGfV5x7+vZXj3DxuoGS6Mhuzd2aJsxb/6aR3jV619NlvfJXYZ1QtkTskIxNmBdKg8xrxsm0zkhBPqFMMjABgXfpW8bSZUqJSkVBEyW4LoXjDp9iUXUMGSJkj4ZjsI4etIj1x6oIkbJbIaLKfncWId1ljLPWVleZnN9k7XlNYYrA/JRnhKJrJKbjNJmFMbisgKsTYju6hr9V7yKMFDIYXACynXIlyEfpeBmr4DREpiRcHk0YP/4OfYt+HpKmXd95zpYJRUyIbe3ICYbE1tDSMdmefpeSdmkXTkVtIWY9v+guQFEaF0qK9Kbw2C3oT24iq4fR8+8Ei02kejJDGhpCWXEX7vOSlCcT/p7PBZkMELuu495PkS9xTz+aXpPPYWNSi8Y6t2bZAbuvec8zzz1FJeeeJaqgWkQ1BRE6xhsbqJLA1wmXGoj13SVK23O+tYpxjHi1XBitIKzlqWyh2sdNEoxWuLY619FuX0cnUcyJwy318mWl8jzEucy2qaBecvx0QobayuY3CLGpkJtXcleiWnhT8lrqZpkqgyfITEjxqTEF7X2D2muHMXxX7C0zMsDc/cxsLbZY9uUjOeepvYU84qBUw7mDYNhTjnoM8tmWCcUNtV2sGXOqCjInSMzlhA89bxmf/dmcs1WK463BlVDzxhsP3CtuMbPf/L/4E+/668y1FOUlSHqlOHx02gzRY3DRIP0S+YrS/RXVnGPG+4eC28atNx89gZ3nT3D5ImroIotMiRGYlNj1wYEp9RaEVyEMq3OSIINZFhCG1HtgdGEUcaAdWkHdssyptcQhi1azgizhhv1Pqa3yn3tG5EdsL0Zn8oe46DYZZAtU92wjNYbrrSPcXz1QexuTtYKs8cv8Lb7vxHI+M+7P8UN+zF+5tkfYvvM3Zwwr2Nt6QQffPIXefWr3si3fccf5B/+0D+m/0fXedPxr2J//4C+HTKeTHn1yftZPb7EY5++QXXB46/VnHr1Ofqxz/5juzzw1jPcffZeNrfWiHFOZMTxuzd45ZsMP/tTP8LXn76HYhQINKwsFexUDbNqDnPDdOkGo4113vVtX8cnHv042kKZG8oS2iYeFggLIaAhYi30ezmjMu261M4iTROgcEhhU413bSGm+iRqDaK3Kk6+FKJESizGLNFKjVMw6nCkrOkcR+YMWjcIgpU8TV6jGJsh4hDj0KCEXqCpWqQScr9M3/WIVjGa47xH5peZPf0YG2/5Ktq4RKMWicJgKVngC7pkZqCXJ2v8phVuyAhrzzOee8p1gLRZik1VEYgRep3ljmpS7gvt3iU15aZTRnaRKatJgVnSNqwDyFoYAMMAsYG22oeBZXLuOHMxbPs+4fqncLMdJC9ospLeFAY7EwabI6ZO8AI7+8LG6XtRa6gf/xTleA/91Edxy6u026tkgx71lUusHt/g7AN38dTHP8E9/YylY5s0IYI4KrEU+Rr9rpDbgTdUmrOVr+N7gaaBs2WPwfISvSZHmgiFYck5jlNy5cqzLA+G5JMMGsgkh7Yiep+2DJx57Dxy1/oGu7v7ifBhwMVus5rUzWnvaBZdKeSUKFDrhBBbnNyCwFS7LQWP/PuFRvbLwnL3MbLXTLFWObG6yrntDe675xR3nT/G3Xets709QgqHz5LbbhRiiGlfwxBomxYxDrEOlxeUgxHLKyuc2trirhPbnDm2yclTJzh/5is4P3yYOl7nn/3iP+D8/WfRwQY6A3DIoIfGQPQVsZlRZhn0HPHEMkus8HXLj3Ba18h6OeSGojegkUDrG7wGdClLRGArkFukZ2lji2LQzEKRnHQlwxU96rjL0/9/6v40xtbtvO/Efmt6pz3XXGe+M3lJXl6KlHhFa5btlu3YUqc9Rba7HdgJgnYQJJ0P3WkEnc6HIE4DSWAEiJNuD7BjN2QnTiLLkyzJltQSTQ0cL8k7n3vumWqu2tM7rikf3n0urxSTktGQyV5AoU7tqjq7atd6n/dZ/+c/nL/GlTvisnyPoK9ww44w6VjGJYvsnBN9Hz0N+GnNhTkmJjXDoo/6UklHphSDYsDj+i7VYE2XGrweoJqKcPecP3Djj/CT23+RHyr/COuu5R8++KuU4m2e2rnFcKvg3ttf54++8of5g9//h/l7/+hv8rXjz5NNNeePL8lcxvK9ksuvX7Lz7BZn7j3EKhC+1HJD7nL51jnlvOHTH/kMrutd87zIqdQR4uZrTF8w/M2/8QuEMsF3Dymrh3jfp0l1baBcrQhU/KF/9wf59Gc+zqhIyHPTw3JKI+XGLVEA9MEtKEgzyTDX5MYQu0BTNn1ea4g9rTgIpO5Ds6WS73usfHtWIFAjo6AwU0Zmi5mZMpUFM0YMZYEQHkS7yZGV/XF9o0YMMfTqUBX74PFEkaSGPB0xTCcMkhGDoiC9voXYuo6oOq5e/RLTrMAMJd3GgdBsDMDC5lgv6Yv8JAWfC7qtXayZoiUo0Vtdiw1Nm9AHpxsRN/THjYBm0zVq+k7+yVICRAfxqsWsHXEeKVoYA2MXMI1nuG7h6pjUtYw6T7FukW2H9hpBRHcRTUYiE8TlglHX/0wqA9cKrkqJuvEM3Uvfz+Xhpwi2ha98nmReYtIBmRIsz1dsXXua3Zs3OX7jbbrjY7IYKYPHOcHcwVkHMyORoaPxkkeVxLeGS+tpiUwOr20KcYRMoC6WbL9xwqyteaN8gE1T4pXDXzbEEAgSvIg4a6Hx3JntcjCZ9d7um9BtwaZCy2/042Jzk1E95QCJoTc86LH2922wYj+7kWy+/Vvs7e+I4i5jPz0/rRaUtiVRmmuH+3zohaf5yMeeZ+9wRj6U5AlkSYLSur/bxYAMvWey9ZHFomNdNjjXoVSGyUekRYYaGPQw58PPvsyH9j/BUE944+hL/IPP/n3y3QHKGFi2qPG4Z7D4QMSiBhnWViQ3xqjJkIHPuOYHpANNGBn07i5iNkaZId4KdBZhEEhVik7HyGkCRIJRsK3wMvRBDbkmiEiiE/b2XmJr/AzpWpHFA/Lt59BxRmITOuko0h32kpdZZsd0148oixKDYSdm1HqB2J5T4ohTOHKv0pkr4t4Yme/AakX55j2enb3MD938M7wUv4/HzX1+7sFPsfILPnLwKe488wLFWPDn/tj/mFc++qP813/nr/Pw/ttkSnNxckVoOh793NvUlw0Gh9ACdzqnXFWsFy3vffYhz4yexTYpIhYIL3n04AFOO269eMCj01P+6v/ln9DOhwzVAOkh+gThNE3VElxFPki4dus2aZ6SDiKk/ZsqAnocSWaKZDtBb6UwMdR5pBlG5JYim+aoXCFM3PiYJ32CV4i9J8u3ss37t7B6lD1g4xIXGpQ0FOmAWTFhVowYqAQTJNL31hXvnzLChgAdBUF4atH1jYIPRC2QKb1dAwGlPMX2jGRvH2EyuvMzLt95nYHqhXSNh0xv/Mk2x3yzYbyMDaSpwGtolcFIyFSkKCJ5BrLPvcFsunMBqFSQbc78SkAhv+FiazYNvdCg9lPElqYWgnookDvQFoJGSvAtMdfE23sMFy375xWqWoI2BDFDNWvU1QU2LpGuZHS2JitjD8eNe3fKy4VEzMaIDz1DfeNDsLzAv/Z1hLWYvQNGW0OSAIfPvcDw+iF3X3uHcl5CVFSiZ/HcXXiqzhO7fhhceuiALkQeWWAww+WSmCmQkmpdoVzHttLU7ZqvVw9oRgmkeT9DSxRea3wI0AUMksEw7+nQPqIJaDwmOFLvyYUnF4FCBjJhUaxQzMloyUR/01R8AwJ7kkb1RPH6rdZ3BCxjhOLmaI8rW7MKNcYpUpcwHU+ZjHewrcX6lgyBNGlPF8PShYpoe4FHECU2NiAjKgsYkyBMgoyudxk0LSfzu7z47Pdxb3Gf7clrlM0bfPn0l/jB2/8O7rwmOEs6G8H5ok+n1xGbBNKRghvjDXUpoIuUZCYp05LRzoTu/govenw4mgiZQk36Ll4h8WlEHWbYyxKdSsRkgD1dkeiEJBEI5wlo8u0JZJFuvkZmHflgB92saE+PiK2kaDNMOSK99jRvLV+nGVxSy0Coa2Y3xpyv7jPqxrAcovM76GSCXD6kvvs6k+c/xo+lf4bVueBr7avsHv8M3zf+kxTDlKPHp+zqa/zpP/znkL+m+Ke//I/57338JzDdgPp8zdV7R8hfg0IO0F1gVZ4wEhblK5avLZmJER9+7kVUAr6OLN8bEvePSAeG7/vRj/ILf/+X+Gt/5XP82Z/8kxQHM1wQaN+yvFhQNQdIRrx7dA8/scQMgvHYxCFySIUmSN2HUGhFlJ5S9gZOXSFJxhrpckLcJJL6Dm8DXQNS99GGv+NV8Hu4BIZE7uDCkmjXdCikMiRJhtFpL4jxDqUdaJDRIFzorRgCfVydd0hsH/3mxOZU44jBEYNFNBDmJfnNHdz6Ovr4DB6uCaMTZjeusd4MNgv9hIbYd306QiphmvY/KYBRkTwKlA8UqWRuN7L5TceuJWRAInoBjkYw1pF6g8PnCtauh2OUAO8EaEiTHs4RnSAPIIYC6pS4TKl1SsgHeDkmzwPdxRlx5ZChw3lJrjxcXDJLBpxkCr3Vu33WK3Dngu0djX/hwzhdkd2/R3hrBB99FiMUZVcjsgGHd55iITpO33uX0VMv4MyAsoNlGXgUIGqNcwHnJdL2it6LVhBlztbWDiJEvBTMd3Imb68xOnIjm3BvUfLq+ISnn36G4ZVE+zXBaprWkSUtcSxo1ktSV2IIKNl3909ecrlpr3ub99jjVU/cBtiYwG3gl429Hi5+YJj9Lfbed0RxFwimashoMOSiK2l9wPqIiQmJzEiLjJWD5fqcHMlAe4wMhGCJUqB0ZDhKCDEgCSRao7UhyBQhAi60+Oho44LZaMYf+56f5HP3fpoqPePV01/i+Wsf5ea1W7h5RXq4hU8ThPWE2JBtFVB47E5Etym6ihBadj+1jS0gdieYiaK+vGAYtwhKEVWAsUYUfaESE0mcJcSzGjHR1PU5wkEnNEYp1otL5GSMHxlOTr9Glkvy4VPMxVvc2PsB8jpl4CZUqxNUdYV5b8hzepf9+QnHwzNas0CuR5zZ11D+TZ53txBxhhgckOY3qa7uUX31y8w+/iH+9PX/kP/va3+L3zz5HDvX9/n47g+Aznj35HWeu/kCf+InfpKf/pWf4r27b3F7/TTzh72ab/7F+xx84iXs1ZKmWjNsUhSeeN4RVMsnPn4dwYJmZfiZ/+ev8rEfgTsfvc4zLx5w9NFP8oPP/2liNyKER8T2jKqJrE41zz+XgGk5XhzTjVue8L5i0vO+Q4y9dzYRLz0xOmIAj8TG2AO5XqCiItjQp3dFQdyEoAe1aVW/jXs7NTOMT7B+TogNHtfDdFqiY8S2LcGVINONi2N/WcbYH9dNVEQMIvTNgoyaoFxvPRtSgnfIqsWYlMkLH8KSoedz3LsPKbamqGFBGwQD3Rdnv3lJct0XmRj7Q4LdVJBbaUS5DrEUjLRm7SUxEwgdkUKQ6kgSIyoKchEpdKTqBLkE10WiEO87U3ZdJMv6m0g4DRglcTNIziLJCzs4nXOVacoVhFIhUoUZHyDXE4rygqRq8UbRzi/Qyxwx2UMMwBQCM4L2Cs4uBftbCfnHXqLVEnn/HVRhULdvIFNJs1ySD8fcfOYZLt95i9W8pB1krBuBt4LzTrK1J6mbgHPgRM9uKVGIVrDNGNaBbgDvrM64HT07aLZEyuWWJPnY8zS5oKDEXWicClS5YlD08zjXlBTavc8selKRn2Dt4gNFOvy2ah03jz3RO8A34rZ/p1HSd0RxdyGyXnXsFAV6kjOvLLW1oCSJNFglaKznqlxQe89wMkQPUoTSSGMwqekDEdwSazsEHhkl0Xk6H1itVnRtzZWq+Sy/wI986id42f8If+eX/yti/g6/+rWf5ye+69+nyDLausFMEsL5EhESzGCAUx1iK8VXDpkYrJ+j9hqkqFFxhR9rfJLjVIfzvQm2Th0+KoKCfCejwqNSiRwb3EmJkTmmMNjWE4cJetbx+PQLJMWczDxPTBR0UybmFsJfsmxeQylYUnPQjEgeCKbNdbamN1ina0LmqdKWN8svsZUdc1jNsCpDT3cZjF+mWl9yde8+0+0p/4Nn/wL/7OQf8stf/RcMi21ujz7M1T3H3ZPXeH7yAn/0+36cL/w3X+TexT1i3dBczWl95CaK0nmCd7TzDu880nt8qMgLAy7l9Tfu8vmvfIn35jV/8eaPkeaOH/3xP8JkdYNfffe/5uVnD5DdmPlZRXb1DG45Qm4FkqGAerOJNzv+/SOoABll780RewOqGD9AE5P0FMMIQUiE8EgdkQrchk387VoRT4cjlwOkd3S+wocKGCOkAhw+1jhXEVRP6dRaIKXe5JNqdPDgbJ+q5ntcvrchsFgfiBZiWWEfPmLy1E146hqXr56SXC6JD7cpXngaKQQ+9MrQyvaDTyP7sIdC9dS6TgtEGcmqGloLZWRoJGacIYImhogQCr1h3yl6miTCo9CkAspOIAwY3Q8OEwPjNsCxQ5aaaq+XgfihJG5lyLWiOAtEJB2WdTQcB0k3GjCcDMhtIAmRYVrA+Rnjcsx8lSGSnjuf7Pb1Y1lDqwcMX/wEIn+N5XvvoooMs7ePxaEWS9xkxPadZ3l8tcA1Db7L6BrRw8K+dxTFQyv7yBQfBLL1mLrfh6tqydXlGaFyjAbX0G3k5nM7lANN96U3SZzBjVIq0bG6vkNrFZlrSTaDZvj/L8gfGF28z3yJH/y6Db7OpoN/ohT+3eDp3xGYu3We47MF63lJZj26q1kuLinrkoglSkvrW5zzSC+QogcDAwnEDCVyZEjRKkOKjBBSVmvP+fkV79474u7dc06PS67OrvjiV3+J/8c//r+zu3uLP/ypP091IfnN+/+K+0fvEDJJKxzsZ3QjkLbHmFsiapjTSYvIBRQNQTqkbwlBkghDOm4JsuwTn6LuWc1toHMQi15FyEjR2Y7gBWqYoncNdlKRHlhOLr9G5mFoXyTGGmFSjBiRNQV5ucOO3Gew2OZmuIN6LyDXHoIjvfLMTgv2H0/56Pmn+S73w6xXFU1zStJc0C3v0flLpod77O7fYn21Rp4v+JMv/HF+9Na/y5d//SvUq0uuj57h5O6Kx8dHjM2Qj7zwcbIs5fL0Ibpu8c7TXl4hVV94uoUm1J4sUTxcnPD1dx5SlSk/+zM/z3QYuTxf8hu/+i7RBq66L/Hz7/19tq7leCsoQ8et6TNIPeS99V1844gi9J2rTJBSopRBaQNK9t74oo9N1EKDUkSjkKYP5dBKgQwIFdFGoDOBGQhUJknS5NvKlvEEKl/hfETHEYSMru3wziEcPSTnOkKMPVBtJMFEgon4BGIqIdEIo4lG4FNopaXpWlbtmmWoqISl6zzVw0tOXn+DdJIz/viHqY2ifnSfZtmS0AeLj3Qko+eYy41EMjGgPGgiSRd6Ward4DBKkVQO3fSx0DFsOv0oCEJsBrW993gIPYyQKBjIyKALbNmAPHP4aLg4lPQHjkDIFY3WLAeCdSY5T2A5NFwATRREL1gHwYVWHKeKx3sHzK89jQ2OsAS7BLuMCN/j8FkOrYeyTUie/Rj6xY9wOl/QVRY5HDGXgbquQadMtrbQStGtHdFqfIy0bXg/6q9RAutBenC2ZtUtCLnk/vEpSaNpvOMorAkI5L1L3Ne/yjAIvBII36C3tnum3NVZ36yE8H6H/oTW+MR7H77BfGHzNeoDOLv4QDGXGww+kWwG3/8dgGWcDzw4vmCaCrQ31M2atoYTc9F37yOFdRWJzihEhlGGgCJETSpT2sbRNA0xQpokdJ3CuZaTqyXr+RIRJFGk2KZjsbriC6+/zpe//jb/u//ov+B/9Ef/Y37qF/8Grx9/namasHvzFl0qMc/MaN86JykNYayJUiFSQ1MtMGmDQgMtVgjOmzNOV49w/ogbxctM4jayyjZceENEI1xEDTTV5RyPJNkpqIuOsj0jnB8xbHJUPULnOWKYU8aGQm2jbUI3n9O0YA52CY+W0HpM6M37le/6kOWgyOaKW/IWl3mFFRJ7cUWid+m6NZfnLcPpLrt3nuP0/AR/OeeVF15hJ9vi+M1j7oxGXGsPefdX32YYMorhLtf3bvMofq2/MRnBsrxkNNvFrRJcrUjJSNIIs4TlvYQv/M0V89OG/8X/8c8RdWCg97iYv0Vj32A41dycPY9YBpSoePP4bX7m1z7PX/rMx7gqt/E+omTPKBhqQ9t5rHAI3QOQIgii74VWbAIukAIpIfrYvwnf2/2KDe4Q+y7329i4Ewms3YpE5Aiy3jLBdzRdiSAgoyV0DikVUqYIpYg64mVAao3zHh8DvW2RwtF/XPk1rvNE1Z8OcRFbWcq7R1zWl3zou76bg099Fxdfe5VufkFMrjEc9Jmo2xmcl2Al5JtBtFKCrgbTur6SdAGkJ6xX+OWKUGvErX1EMcSaviw9YWsE0XvpNy0IGSm0IIuWUFr8MqHWCcuiV62KQT+3anONVVBVfRDPaASLtseTn7Cbou1vGFIKSgXNMCd3HiGgLkGOIbg+GSpJYVRA6yKNDUz3DiAdcVVZhMmpzYRHiwVepOhCkQ406rzpX9sIrvMkA0WrwSpFjL2TT57A5VRznkrKM8vv2z1EbDsYD3CnK+J5TX4VSKf72CjB1pTrBYvTu4jVPr7IiCG8fxolKkLsg7mfDKGfeNDw295vdnkP1cR/8078d+PnfhP42/RZkhH4L2OMf0UIsQX8PeAOcA/4kzHGK9G3SX+F3vu6Av58jPEL3/o5JMvGcVY26DQQZE/5OlouOKpahmPFaCTYKUZkLkEKSdN6VKZpu5q6LmnaCiEiAkldOcpVR1dFkuDR0hGc5XSx5MHpksuLhsf3P8//+i//p/zv/7O/zJ/94f8pX/zKrxH2K7rzBcmuQh9mxLMUe7kg3zmktB1JntHOrzB572vi7BqXpKz8msHuTZrG8/bJZ5mKGQfx04zNGNkGurXFpL2wqS1rkqLAZRGnLO3a0R1Hspgh8xQ5LrCpo60CIzkjuIZGniC0RxtFuCop6pZOa2zwxGBJRG/XJ4NDS8G2HrLSHgT977M9otlXXLTnTKqG/f09qqTm0fmc69efJpQPueoekw4Kpqe7PP7iQ2bXIqJVzPZvcrp8G4xl3l4ymR6imxSZS6JKKbTgmb2bTMQ2x199xDM/tI++fsrzt16hSG9Ql4ecn36ItgyErmN9uWD+4IKf/Y1/xCKu0OZlji7vE0PHR5+5w7/3R//7PHvtWf7xz/5LfuZf/CM60eFEj83ECDJGlIi4EIhBIETok7U2DII+VBsgbh4X37S2/9vY2whoRUUb1/Qkvx5WquwVFRcYJzBBovQQJVMQ4HB9IIb1uE2IuwgCJHTC0eJwEkRIUE6BiDSuZB0XVMISzs/52pe/wEsf/yRbn/g487MrlI1UVjBQkbEWZDpSN4KBkQQcRmnaCpS1YCC2AaEddDVmqojR07zzkDgYY5+9BkriYuxzQBFIH7G2j+NLhEc6Ty0iCxFoNzePNIlIIm0IuEwjLORlxMX+RlM1gq7dCKgixI2fjYfNjV3QatX7NwFVLRhkkVHi8T5gMeS6z2zocBSTAV3d4tctSZZS5UNOKs9ACSyKZKTorhzSR2LryEcZ/slcIhFgYZiNaLMZl2vLh6JncrTC3DqAYU5QhnY6wCoIHlrrWDuY33uHRFSoDLrlkugDo8GYa9duk4+mPL54zMmDe0jhe5pr/G3QjPgt2+d9psyTd7/tS77p+t107g74X8YYvyCEGAGfF0L8HPDngV+IMf5lIcR/AvwnwH8M/CHguc3bp4G/unn/TdcgS7l1sI2VHZfREoSli5Z1bVk0Aj13vPTcTQ5HI+igazuiaPGho/QVVbXG2g4fLNELfJuyt/UcLz/9B/nK136JxeohV5dXPL63Yl47njr8CD/5kz/JX/tb/yX/+X/xn/G//V/95/yRHz9g+ahmVFUkDzRidwv91JTu66fYeUs2Ewg9IGYZQVhMiDTS0ViYDLZJ9B6kgXE+5iuv/iKimjG+/glsExHRI1tBEyuaqiMXI7x15ElKulYMzYwoBGGU4Y1G4DnYPeDo3fvkNkPFXVzWYeQQKQocJTEEtBIEKemsw6BIjMRmmmz3JoEE7ztkV9K8d45VQ8ztGZWvqNoGzZiCGXYV2Z3ucfzeA/Jph7kQ6DJDC8fR6Rl2XYMK6HFKYjLkIEFNITVD0oFAuo7bg0PcMudR/huY7RovLMJEgvKY0Zi9QS9bdLHGukO2L1v+2LbkF3/p50lMwWv332V/OuZ/9mf+IKOZZmdL8Wf++B9gtZzzL3/zXxBViZemvxBCz/xNhCGiCPR0DqkUIvQGXGKDT/YXwZMp1rdnb2tpGOkxwbY0dIAl4LCtw7sO6yMjs0ViRiAMwW+09i4SOouzjugCMQSihDYFtgqGTx+wun9OWHQ0XcfS1ljlyLanPP3007z9xut87dUv8tGPvcztQc7C11R+wGJT4LcyOC17b/Y8KITpbX37yFiF8DUIiyxyxCSBEMmbmvW9x7STIenetO+yQ8+6ET7iYuzpgFGgVEIZIlYrlIAs6S0NhIc0N7SrFqsS4lCiPIgUYkLPQwzfwJ1D2ODVoufq51t98piO4DuYr0E7wXTYB5w4LxBG4oXpIaI0YWkteeepkTRSMHDQtI7WKWS0aBmQpj99ZJuDnpG9RS9yQImgWD9mWFWIzkEICO9RKeRocgl0HgzMpCYX+5ydniCNolqVJDLnqeQ50oXCJIY701vYpuPq7BEqhPdzajcHNDbuze8zaX57Qf8AHP8t1+8mrOOITcJ7jHElhHiNPvX9x4Ef2nzZ3wJ+kf4C+HHgb2/CDT4nhJg+yaT8Zs+R5Cmzp3Y4L084VW0vCLICLRMKleJDSWcbgqsYMsTWFau6Q5pI166o6waArvUIVTA1U67HER+dvMBn/sD3cnZ+n6vVA05P7pMpg1UFn3z6e3n6L93gX3351/i5f/7P+dN/4SdJbmnWXz5Cn9Yk75TojwzwN2ZUD5aM8y2q4NGiQLiKkDQ9Lcl3pNkUsckBlTHDmprHzavcbj5EedEyHA+paCCX+KXEJxYdFfasJi4twVvESEG2pNLnHF09pHAjarniYlVyc/gJdia34KrFup7mSdcRnO+7U3qgTsSI6Tz12RX59jXEaIdkeAOUI+qa1dpR7+a4iUDbDq0tg90C7IDRxTXKs/cYXtdUxx1d5xl/eMq7v/wqsYVsNCDbz+iGNcooRLQYmSPXOTuDbd5bnHOiz5heRlwnsN2CRI3wMen9PoQHr9FBMBk5vvcHPsILH9lHiYbV4pKPvHCHcS6w7SVNPCApdvjjP/GH+drrX+FR3cMtQUPseg/xKPohqtocXvsZn9x06v3l0It2vvkl8G9jbyspKLTD2xUS14uTkAhpECYlBEtwvj9251kfAF46VADagPM9N8IRiCk4lRPCFslwi+nHdmlLS7J0mEUDUiJzTzqd8tzHxlxdXvD4+JQXnrrJNRE5XnlWTnHRCQ4MTPIeCtFZXy6igaBknxaE72WtxvSunR5iqtG+RR1d4rYm1FGQiB6eT4SgUZvTE5LSQuMiMUBhIkUj0M7Srq6QWlJYSest3cEIMemDo58UtBD6QvdkkPikuLkAVQP5qB/kDor++fCS1muGw45cerxIoJUUUuC1pBok1IvASAjWMRBiZDeBE9sRhcQYGKhA5ju01ATRO6O1sTdDa52n6BbUycayt/ZQBWIawdn+Z1ASoiapHNeSEdu7GbIJdG3HOBmhrCZ0DkYNapJx6+AWi8sLYqjex879Bod50q1H/4GuXfzWYv7Bbv6brX8jzF0IcQf4BPBrwP4HNvUx/dEW+ovjwQe+7eHmsd9yAXwwIX44yhF5JJeasm1pF56BmHI4OcQIw1V3TtCwqlckweCsp25tz0PwHSFIRFQkYchHD1/mujngWrHL9NEJaWLZuXGTcPs2zeElcr1CqZT20vOZWy/z8p0Pc3b+kJMv3uPZzzxL9vFbLD9/zPLeGYOxJN0ewVlHe9qSzhKWnUJWKWGwwpOiTSRKQxcbQmhomnN005E1gm5uaa4qipBgVUVqFO1JzeT6GL9uWZ1dIoXsPVVTRYg5xeSAp/dvgKuYh7dBrkjNkkTcRgiJLAaIqkEg6Wy7uQIUUUSiUhipMKHCX7xNeyWpizFmewd9Y8zWsEA1hqVvKJVlIRvqqmMrH7FzfUaYX9GGkuxahleB2fNbFM9MeXT/MdPBNumuoYpLqvWaQTpgNNlD2pw6RKpYknUZexf7+MVbnJy8y96+RIkZXddifYuzLYSOSMDJnLTQNFXvQ356doaTGhc81lkG4zH71xw/8pkf4u/983+CE6tekLQ5swshCdGjEYQnGZVS4kPcDFDF5iL45rDMv429nSiN9j0vv3e+jQSdkAwmCJXg/QJlPdY2mMQTuz57M7oAvudERwldblCzXXwyRWQZl+cgBzAuNMUAzHRE1wAa1h6G0z2ujXdoV56TReDa2LA/Br+Ged0LqXMDygvWHnIZ8RpsqtFtAwl9y6yAzhKtJ1YdzhkseR9H58CrvogoIVi7yED19sB13feaRvWuklZFkpFgMBlDF1FngaJMaSpYTgTR9JCObsHJHuZ4MjoRfMOgzNdQ1dBIMEVvgpaloIyi8lkvXtORRLVE51EhZyg1TSLAeUYSJIHtTDLLPKdlJCUyEALRWbxtkUpjCkMwCdELpPd0OmdxOGVr/gB5tUKLCCMDPhKc68Vlvj/BiDRgQsTHXmXc2BaZebAeQkBmkqI07B7c4Pj0XUSw3+Cs/2uokE9eg39TpfXvurgLIYbAPwD+5zHG5QcZCDHGKMS/mVLkgwnxu3vjeH0yJjrN6ckpZ7bl5t5tbh7cJIiOx52gEgsenc1Zto5CFSSyj9MLUSGkwXWGW9sf5kPyGQYXEIPCSsFIlfD4mNTuUxzcphktEJdLRuuW7p3HjJ85ZPixD3P+1j2Wn7vH+PufY/LKPvWXL2nfqEk+kqMmBfVRhZAVKi9YXyyY7RqUGoFocR6cW7OcX3H5Xs216vejHw5wpqacn5O0Lc2gQ2+ntN0lwU9ZnnY0bY1OPFFLBIo0zSgmO32e9MUl4vEBQmqGNyb4y4646sUVPnpQAm0KbLC9DauSfdYkoY8LE5FMRELXEE4eI05PcMMxcW+f8XDIaDzGmsD8dMFpeMw0nzLanmLvWfyhQyURnSvufOZD3P3lL2Op6ELN8d0TxsWQZbMgnU4Ybg0JWpCWihfXL3ItbPFg+QYnyXuYwYCk7Xjry6/z2a/+JuMDy2RrwnBwA6Sgs3N2Z1N+3/e/zPHtOzy8LNEmIpMFRs3RpuNHfuQH+eznX+W9xTs46XBaEqPvO2ARsPS4OqG/uUUR3+cB9/ss/I7H19/LvT00eUzUBJSg9h1eWvLxlHw4RjiPsx3CranjEtsaZExBaGRURBlBRVwSYTqiLvYooyRXPf4eGlgFcKN+IGlSqNv+rXWwPZRszyRXy8jDK8HtnciNQeC4lpw52FW90nTlQAbQGupEkCvZq5FsBBGJjcN1lpUWtC89w0k+ZuwjbROxRpKFyIAITb+XqxAJzmPoLSA8YHTvthpQrEvBYhbIUyiynpzTsalrYWMpbHif0N27KW6KvNpg1BFcB6WFUkBSCIpCkKhIFiDqnNYExLJDJoIsVSxCYBpd70kvIvsTw9lZg+gkWFh2DUonuOjJ0BQyEIUiOEm9dYNaGFp1hl4v0EZg5YCrqma+OmbUetLQ+10JItF5EpFxsDtjUHi6bt07DnQK3VhkFzjcPeCiPCcs5zzJMfggN1I8MWNj8zv/6wr/t1i/q+IuhDD0m//vxhj/35uHT54cSYUQh8Dp5vFHwM0PfPuNzWPfdKVacz0bY9uEypeY0TbP3nya4WiM9Q1dF3mwWnC+qCnXnu08MhkWIBWFEag0Qef7fPLGp9mvRkx2oBGObDAmHwww2iCDpzk6J9+eIT+8Rzs/wz++oHp4D324z/73PkP5xQd0X3jI8FO3Gby0h//yEvf2Ff5wjFpYuk4hJ576gWd0DeIwEkWHDUva4yXtvYLJuzfZvnPIeXlOO2+J645yeYK8PWV0OzB8JqO5/wh7oVHagrIgBYlKmezvIbTk6uEx5cNjpEmZHDwPuSEogfGu9zzXCmdblM7QpL2QK8beN1xoXBcIqYIsITiPEhKfKpKxpO1OYbXC1Rq1NWVnNiZsj1iFFdE5BueSxbklfXaAsw1tY5nubpOqjGW9pAiGdbdGT0ZcrhaUSYWd7aK3cm77O0xedFxkKVf1gvreOY++epe3X/0KVfaYwbUxdVDUV0c0rqUpl8iVZnKr47teeQFjcq7ma47Pzzhb/io39m+wvXeN3//Dr/C3f/oRkYooBc57hBAIIXBRgpSo2IcHQ588D33H64nvf/zt2NtSaAbmsI9Ta5bEPDAYjzGJBhsQYYCrS7pQE2OJ8YJE9oNXHRKEioRCIfb3aZUk9f35XGcbjFz1MMaq7c3AdrI+oGZZw2oOW8PAzZnk0RwezQXXp3AwiDxuBRctjJMed/cCsghzBGOt0W2kn5Y6Wm+YTwecjsaMR5q26RWpXRCEdSTNYavz7DeBpYssk4hykoS+8Q9SUAwEUkbKladcCoQRJNt9xZayd48Mm8IefM8KFXpDjNqYlz3B4LXs0aLY2yiiZe9YESuwRuAlhARyoygmKTI4QoAaxToEtoUg2oCLEZMqpJQEW+FVirQt6aD3x5eNI8lSikIR1JC9putzBqJgbVPmVymLMiCsQ+IQgG0dMTpsjDRZRuEEu8UQhhrrW7q6xL5bkg5H5HrA4WSfh+UKXI+9f5AS2W/izfzoydD1A4PV36mR/x3ZNRuGwF8HXosx/p8+8Kl/CPwHm3//B8BPf+Dxf1/06xVg8a0wSeg9jr3tuLpasiorBsMUmUrWruKyW7Joyk2YQ6SOgWgUSZHjBZwvl1xclHRVTTI06Nt7cHOfNB9QDIaYwRA5HhKKjEQp9MUSfzpHbu+QvnKNwQ+lyJun1Ol9xEsTvIksvnSXED3cHOA6T7iqEDJj9W5JWDmKbsS7X32ECy2dtNR1Q/WG4Zr/EGYBslkjQkU9vyLGwGJZIXzk8d1j1GxBcv0RjOZY0eC9I3SawWgPLxyLew9Yn56j9qbsfepp4ljgtCMWDUG3uBggGxClwvsIUiF1ShCGgEElOTobkKQDlEpRWUFU/bG3Cg0ilzjVEXxJffGI8vwhfrlgezRk6+kdBs/fIBNDEicpVUUYN2idYISmWzvOj+e0piaMV5RmjotLLuaP6Uag7xTsvKA5uHGdibjFu//wdRa/8AY7pMzSnMujUx4+fIfz1V0Wy4cUNmfS7bC+77j76rtcnR5xuLvPR158mZ3d67RRENLIp175KINEo6NDhYAKEhn7044Sst/kUiBUf6E+WTGE9+lm3669LegpnK3rsLFnNqkYCV1N185xXUUIoYeqYo3Y2FhAoHUVVWxxPpLIyHQEk0lEJaDT3mo3NRshkYTK9ZBMnsPtUeSFaNm6KMnOK27kHRo4vuxj+qamn0fUG7nqle0phZ1SXLZdDyG4Du89l6Mx9d4WlTC4WhA7QVsHCNBtsPJF05FcVWwd1UzqgIl9snUdI7LoWU7LK6hKGAw812ZQCI+JkHYgLf1NK90UdPobl3xiIaxBbn5vlYLYhHCLzafxva+NdP1cpil7umTXCLQ0TBPF9lAQldzYXzTkriOo/ljQRahci7EdxbrBlGvEusOuazJlmRnHjg19aMxswiM74bzcRocZkoKSSEWLDw0uOpws6IYzlmnKvG7p1h1JPmKws00yyhHSIb1jt5ggg+xFVH5zw3rSrvcb6H2u+wf38e/mKPm76dx/H/DngFeFEF/aPPafAn8Z+PtCiL8AvAf8yc3n/gk9VexterrY//B3eoJI4GK94P75KRf1mlAsWD98k3ldUbcl42HBcJiwM9rmsltTe4snohLN6eMVxydn3Dp0fO7+r/Kp5xOe2nueYnuC6wI+zRBJ0rMAoic0NVII6tMzxItzjrffQgwk7VGJOT3k1p1XsPfXtK9ekd7ZwW+PYd6hRgYhWk5ePWfvuet0lr7rDhr7OOLeMqhnIsHWuDZFaGiaBmkCXejo6jntUYn3klZUCJNgSwUuZ5iPaFtH9d4VtqsYXZswurZD1664vLji2vg5Qt4hJhI5SunaFs0IKQ1eSESSYGNAC0k0mpBpVJ4SokcNM1TTIoykEQ6vwQvf248WBjRUj85ZPjpBDjNU2MIuYfm1C3Z399l/cZ/zl7cxUeCqNU61mCKjjSUyl1QG0iqgF6dMD3YJXc3h9Vt0fpfRh8a88+CXWXXnHOxdp156zk8v8Nmasdhme3xIVzqCW2Kd4mg+Z3X/Pe589CPcOLyGdRLnI9PtCfuzfdaPLxERVJAEEYhCouKTHbRJvAmhtyvYtDu/g2/Y7/neJkYau2JlVzSxIm1T3PwK52qCdWhlMCJDG4MLFh9aiEXP7Q4lq6Ym10PMSUqm98gnAwrT03zkRsgCfQCG27AtqjaytXKMHj5ERksTU9zBHtMbMG/huJbMcihMPxtMJZQBzlYwy2Uf32c9aEmdG46SjDGS0EV80ud/+hBRoTdoc1Vk5WLP6Glb0tZghacRgpgrXIws1p5oI+MUilxA45i3DmYa7SO5EKR6g8RkfYEXCtST6MBNh/8EwydCoiPObtKhgthYEoOIkWRjZrYsBat1JDUBn0taKTm3HaM8ZTvz7JhAiAobQEVPIj3K9a6UQgXaJqW7EuRZRrSQjEcELRl1E+oj8LUlJ8WjKAGFIogcUWwhEKjWEYSkqQLJcs1kK8MMh31yCoFUa0yS07bt+zRIqb4h5Xh/+36gq//A1vqW63fDlvkVvnnz86P/mq+PwF/6nf7fDy4fI2frJSdVySo4Ls8f0RwfEUPgxs4BN3f3yI1FViUXVyVn6zVKwHSYIVUfEOylg0HDsrnPxcUANb5FkWbEaYFVIG1AJQns5aggkPaIenhC6yrShWF5fsI2t/CPK4yZ0J7X+Ec1aTGkaVucKBk+O2Hx63OO3rnP5PdPiWpNt7ri4u4l18x3Uy8bfK5wnSBmkmbVMko05IpquWC0KxF0RB9BXBDcFrbyXK5PEJwjpUfPMpbxhPn9B7jVGXLlkbNdgswJhUZMU1Q6wC1rdNAQNSLLUIkg+kCrJGZ3QsgEygmcDkQ3xkVPUihCtDjfgexJeYGIMgnKOlpbEdvHzPYT7r/6gPbLKw5evsn+K3s8/JX71IuSZEfSuBpdazK7pCssKqSE1Zq7b/waV8eS7/qLr7Dealm8PCE7esBIKuz+iFkKF1/s2J7tM8lu8GhhWTRvUtoGuxC8fPMG3/3JCW98/V/x7Ivfy87WHYSSBBc52L3OWw/eAVEhfM+NExshCCiQAkfXh3U8kXGH8H6R/3bt7UigsnPauCTS0doF9bKHjtJ0TJZOUELhREfbntO6JQJJRtFTOoND+sCg84SFpVUBNeqtGLL+18bHTXOr+19VdJBfrYhdh9UJTelwylG5nnJYeZC2FzS52Gd5bmfwuIVFFTkwPfk61IGVD7Bt6BwkMuAl6BCwISCFwMjepC06A65nrZl5JO5AqyBWjqxxSASZ9MhVQ3MViSuJljlkIE1vWJYpgU6h6yCofp6rTa/KDBGkiAwSMKLH8RU9/CLoMXTCNxgmcpNyobTEB4HvwC0jRSKZLx1nrWd/pLmeCR6UHbWFAYIoHZ0QiEqjTQAZ6VaS+bxDERmPRiQyMBmVtKVEdA159NigOCMnURNEniNMRawuiXQ0WpPrXXbdiPWjKybXJ8jZEKRDiEg6GlLXK4T3hI2iqf/b09N/n0Ax4sme+q3N/Tdb3xEKVesDR3XJUsGKSFe3SKfZH054ZvcaW4MM6yKJ6sM5lrbiqlwhQk9dmo3G5DpDSckll4j2AdNyRjZ3lBcGc2uLdHdK5VuEjujoMfuOI44JKme1dFRNx+HuhOJgl+XVmuqqpv3KkuwZT5hITl87Ym80ZufD1/nKFz/PbT0gOjg9eYQNinSW4quKdJwRuoDOJGHlabSn2E5ZXB5xsHuDyBy6FlkrOMpx1jG+NiZGye7tA1C9uKNdlxydX7K2p3jbkosxJJEgIrp0iIMZUUgsAp9KdLL5yyeaVncEpegeZkifk800WS7x3iJDIEkkIhFoHFARQ4fzgtQbQhGJg8Ann/sk7z464uHXLrlzeIej2TksK+r1irxSyKamKVvCxRp/XpE5xa6yiNJhH3+IyeEUez1n56Wn2E6HhGFCY+eMdg6QZeTSn/JQKBJ9ndvjp3jqxouMQkMRT9H5FT4ozo/PGO5vkaQJ460Rgd5mAFQPEkdHkE9Cp3uBTAw9EBNDIGJAhG+rn3sg4OMVioYoHP0oWKLUkCLfJSUlCNfbLYgMS0drSyQKtCKROWiDEIK0W+PLiMtmlAFq0fuxDwzvB1bHGBm7gLxaINKIEx4XHUkqGOTQ+kDn4aSRbCX93PSijGgt2B7B5VmFai0IQbuuYDwiV33BTTadtUZgI2jfn5K61jHIVE+ZdAabaE51z6QcJgKvIqOBApngyak7EF2HXnRIl+LSPqFIxJ4uPiw2nauM71veQl/kZQApIwt6m4Jcxj5UZDNwVJtQESEEwvWpR5peAGViJHGB3Z2cuis5D45iWpB3JTZEbBvoQoqNgs5KqlqzLgusz1BWkaeRNpckaU2u+1wFPXAYOWa9cBRsQRzSlSfoYg4HBUyuke/uEauMeD8gr3qn0q5t+utQKlKjwYieUhk3tszht/LZBd8IFPsAYvMt13dEcW+s5VFZYVtLhmJ3tM1YF6QY7HpNXUWqtsbXkR2jSIqU1nVEGUmFQcrIquxYLivkeMXK3mUih9zIDtlzhvaNY9p5Q3YwQu4MqJOSanBGaWsimmVb4VtJspZUVyv0lmL3Y7ucs+LBG3c53J8wvXnAo8+/w+zWmGe/72n09JjQLjl5+B65P4AhdJVDpykhdDjZIpIekhmajJh0JHs51p0SuprqVHH+7iU3PnadNhHMkn3KE0liLKvFY87Oj1ibM9piThkrsiiQwwEqzVAnC3zpcQno3QI1LqgLQR1brKyR0WFjgCwj9RIrMqRLUZ3EBEWMCi0UyijUaIAYDanbDrvQqKrEjUpqdcX+02MevnrG537hc6SmwKQZp6+9wcVvPCBRLTvDLXYHI65NphSJRsYOe37Gm/+fX+FD/+Efo0k9gxtDMIFORXYOrhPPnmcy2KYp3mXbdzx/4w/x7PgzYKdU4pJ5+EWmeYKMisRoLo6O2Nrb5tPf/138wmd/mdo2vT++Dcgo8dH3opMIEYUVSc+miT3VIskgSdW33oC/hysGixfrDQ+/L+CJLhAq731Ngsf6jkhCFrdQosKFjojfeCh1dHS0waFah4oNQWckgwynBOeVoMlgqGGgwQDZfA22F5+F6Ig6pZUJ3sJARfYSRZRwVUZyKRjnguMlRA03hoZ0FYhNpF61iGxESsAGgZaSaCPSR3QQYHuWlnG9Z030HqykDIFF69kuDFpa/FAzV6CsIJaetmxJyxVitUB1d4jDBJOASvpBsN2cRAYJZAmkMiKCRwZHdBIpPKk2BK9QSa9e9nHDQWfTuSNITezdKGOgNZGuFhQ2YlpLrhOO24ZH6wuUSdBeMD+XzC8U0mqczBAyRWlNons67ZWFR2eKp27kyK6joEanARUjPk1YTUb40TaT44wOQ3JwnXj7Wp+13Fb41QXSFyADUii6qiVJEvbHMy7Oj4ixd44M9INjtQlYeSLq+uCE9MmsQX2L9v07org752jmLbeLMU/vzJiMCzKtWKw7Thdr1NLTlHPiRWCgBY23dPThsvgGaxtiVJysFphGo+Oa15avI7fGGJUysApzVBIXLd1ljXg2IWx1uEqhTaRtKkJwiOGAqFLq5QobLflThmvFHY6/8g5ZsWL3xUOOv/YexURhBoGrq0eIxRWhnLIYz1EDSSfWOBpc6hGTQGcrTtIF5lagnRyTCIv1inW3YHbnFm3r0IuUspkzGGjOVmdUaUszCtR2Qe4E9776JQa3xhRMEaXF2oDuPDJ4RBnxpy3ZNEVOFUwMAkNTRLo9RaTC4gmhQWUbdkkUCJsi65zU9+pDoQuMNVwc14g9xeT2BG8TnvrwAcnVkLde/QrOrUkcZKVmNs3Ym+6xVeTkuaYYJohWUi4M7/6z19n7/u9m+vFrLHandE6gyzXPjV/hqizY5jpLvYfcfotV+RqvVY63Ly65v7wH4TH/kz/1ffhQkqZDqlKwWJxy/c41rl27xrv3VwTRByuIIBGx91rxMvS+MhJCcJgkMJkYbt0a8dkv1N+2vR2ItAi02Gak9khlhsbQhpbalxA6vIPgcnTI8O+z4T3SQgyeqAKdXZF6g+4MXp2R5nsondFIWNh+mDo0sCtBWovXAiEUvmuJIWCSgDDQ2b4l3JIKMxCcLSKthe1ccL6EYezFRnZR4doc4XNoOlI0sgvg+mImY88bN13LyHvyCxAuEnSEzjIRBh8jtVGotrct9qUjFy05FbEskWLA+sISswSX9117iD17JwZoo2BtI7kRFFKTK0VUgkxYBiqivO09hYiE2NOikeC0pAuCzVZHSYkFyq5FRcdIK5yB6WhMaTKuzteEFrw3uJCjYoI2GqX6U0qies+bdQdvzWFrP2GaDMhNTUgDvssRt7dY7OxgB0PkUJM/rPAP1/j4iC7O8csrqrOOiXkWGotMMpzQ+LJhuJOQ5wVV3W6wdtHHKm5gGak2Q9UnmDyQOBg5hYrfnBPzHVHccZH9WvDhvQH7gyFJociLlPFgQJIZfOZxjaG0Lev1kmXdwaCgSwRCthAdp5eXbF+cMplqhkXCRXiXt+cF08MfwBQDYlWSxoicO1b3Tuh2K4JwSCnAeJL9Lc7FIzovSNMME1PqVU2SZux99Cbzdx5ycf8Rtz/yFI+zN7FyxcnpQ7q6RJULGnMGYkhjKwKWlhVMK+SkIczWhKykHeRskeJUh5rusHhvjekU1+/MCGnD0cUJ24e3me6NeOfsVxDnLVlIcX7NxfwSoyQa0WdrthGhNXQCUXWIeYvYH+DXASUgKEccpojJgCgEUitEIpBKIFxERolzHt84Qufx1ORZzt7+DnK/hQTKynNxesk7b77J+fER+VShBxN0W5JNU1ahwV613JAzgl3QLRc8rjsmL30/Vw+32Ho+Y6gHnK7WXFwldI+HVEnKw9U7vPO1VxnfWPCxl59hXd1jOb/PRThjedXw0//Nq/zY938C2zWslmu6tmT3+jaHh3u8ffdtHDVBB0IQqLBJn7C9iAltGQ0N164N2dnWOGtp2+7btrUDkhj3GYobpHJAFgRaKLROUUEQwoqIx4qApcbikSg8HTIqhIemq2hrQ56MMRZMqOjMJcnhPt4oouvpFHWA5TqyYx3Ce4RWKO/J0444nyPkEKkVMU2wPqClZGckmK8iq1VgeyxJzltE1dLWNSGkiEYhq4hIOvAOGSJJ2zGoOrK6JlutMHWH2d0GPcVVFWKUUXtJFxQjpSlaj21a8omiSBPCe0uCM2g9QTVQtx4rNnMUvYkB3CBvay+oPdi0L/YQWQdDFiOZie8PWiURHQWevouH2CtaLSD6DjdPUjKTIHA4GWi6luWyoi4taZCoQuFKkFogo8VaCYnqC38HEY++EbnYkgxcjmoygvW0qWW+K9HjllgtuVyfMHEt290Y92iO6C6wcUWjPKfuAXvZISIqrHPQNmStIE9S1lohokeJSFT9/CDGXgcgN7+nsjDwmiwaAhH/LZD374jiHn1ENQIjPT42JHqLPBuSFYZ8ULAWDTEK/Lrh4lFHXQcMvZeEzWDpGs4WDbPjC7ZmMzofyVLBg+o1irOcj49fYigFMeo+UaWA1qyJXvbWvfkViclo7JusVw/pzj1DPySvduAsZZSNme3tsr6oee/4lOH3pL3T4uNHVMtzYp0ybx8j9TXqtqIx7xH2HyEngWI8xmSQZorlqmZ/d8Isn3D89iXNo5zbr2yxVO+xPks52L5BuZzz5tm/pFUX5P4pzNCwd+cWCVMujs/ZyTK09YjYm4YGIYhKoKRErB1+VUKEVAvU0NJdCsQwRSR9EEIwkmAMUneYiUXEVb/Zo8NGjxC9qrZddbRRYK7BSz95C/feLg9eP+U8LFgtLzh/cIQiMNre4p6Atl4SBoqtH/gU3f5tVtWU87uR3Y/u9kre0vAvfvpXGM1npEnKx9NXkKNAtoJie84nRoLsboGcXSe7zPi7f+PzDPY8hzfH3Hx+iHUlW9MJIQis8H3ghdRYYZDRkkhHliRsHWxxeE2S6pbL04r776565ea3a28j8KSooJA2IhKF0gqpJSZIrIAo1wQZKUVDF3wfzhE9gTU2OlrbUFlDmmR94leQqDOHVwaztdM71m/yOFMiuq7xIoCHZN4ilMcyp7sssQDZiDgeUhqDMIq8kOCh6Rz7MhJbT915HBFVOZq1oxv3SszhZUNyckHSViRGYnxAIXqaZxoxLufSahbAYSLJrzoq40mmKa51tPcWyGWHOxyhIwxHBp1FVlUf5BF833E/4f49CYNuPXRt/3pKIPP9YDXZGH1psbHK1RHlNoXN0WPXm0i6GPrHnI8o4dkWjpExXGzlXDQdzge6ucOXEh8kmIiwntgG8sSyf9NTXOtotnIWC8nOYIJJoB4Z3ly0rL1GqgR1Y0o4aCnqlsGiJPWelVBwOGRpBlw8PGV4GRg6yZaVMNIkOiGqHnd/n/b45Ebn+rcCwSAYJIqKwEra3lTvm6zviOIegKOrJScXhtlsi9FoRl4M8FhkiDSdosgHiG1D2XiUWBNjx2K9xrlIR6RrPO26xXWWuoHOexhE3i3fhOC4k9zmIL/NeDogP1xzQYVziodvvcbOrsFWHUqUCBNog6UMZ2j5FmYcuViOyOwu+7tPsZsOOI3voOs5zdmc6uyS6FKG+TE+rVjwCDt4SMwsGbvIECmqbdrjwKILMBkQByWjF/bID8bcPXoHXxtmY8X95Ws0ak0o1mxNPsz+5Ck6fclJeUK7XjEOCUbBOI+YVvayZ0CkphcrLVry6HHCEVKJ6FqSTBOuSkSq6UxEJgaTpJD3cYRN2yKThIDHBUsIbY9nDxXpOEGLlJOrSx69c8LlgzOi77AyJbSC6XTAerlg3SwJexNu/PgPcakkomrJVnMevt6yfX2byVST3dziR//s7+fqdU95bhkPB6T722w9lXNcfZFpfsTLz+/hjve4fJTzyF2yvXNBViiE6THz7/nkd/MLv/Cr2Loi4ogbV71EB2YDxdbUkI1rllcNV0cdJ3NPaTfn2m/j7q5ZUTEmVQkqNwitkD6gfMQJidYKIRKctEQvES7ifEekIeCxBLoAPkRs7HAx9gKh+SXBCcxwgpwaUgkjEaBpCVpQXa7I0XgEsXVoIgKLX65JjzO2RE43GNGOU9JpijQSNS8JtcP6lEBG6CJqLUitRc9XpJdXaLtEKElUOd14jFUKO0jZSQ3SWnYKRWJgsai41KBdSnqxRtgO2XTIwwHF1gC9arHlAicUmhwTcwwRtwkWEfS4c4hQPynUPUOT4ARa9l4zWsbeAkEJpIYkgA6C4EDq3t5CBFABllGQSU0mIy4RlF3NsuqoWo9wCpk7wlr1fwcbsDYwHDY8/VyHSms6DLZSXFoYqYy0qxkaw4cOB5ynCZWIaJkwLHLyaInvBfS5ZyRSwnhMM1XYbkX+XosJorenjrA92+Fofk5s3G8RKukI2kMSFCnQ4Vnj6EwgahDlN9953xHFXeeKMNXU3jAZHVAUY6TSOGfpgqW2HcEHdPQMc4+cKIQaMNZDztaXuFbz0nMf5emd2zw1uwFppLGWwqboIuXEXuG9JpntEjEYuaBel0g7xK7W1G7GbLqNUpImlMQYCM5Tugucr5DGkYiMy6uvkYkRxV5OV8+pVhWPH11Q1BGz/TXaXUs1WxGSiGoLBjJCrbg88ah6iEoGNB/SFFPD1qHjy19+wPztmr2n9rlMOpTQ5EmCUdsUYZ/HVwt8siIzCePBDtpKlm1Ebism6xSx7Nkv0UdkEMTW9vTA0BGqFpVI7NITQiRkimxnTFu2hKzDOoFycuOu1xIkECXejmkvOy5lxfDpjAFTwrs1zSWM9ybsHs54Z7zF+s2E87O72OYCcX2Xwz/wMnMsWmQEEfFFJMYZb31uyQt/cBuRd1z7+A5HX3kddT8weeoaohF85Ze/xtvr13jmewWz3YQuXpB1W9yJU1b1VxiPn0ElY6JQPPvsHb73U6/wc7/yz9BYpI6Mish0MkRIy3q94OTU060S6CSJhiQXlO+nzH8b9raIGFHhRIscJqhE9xiBj3jf4mJLFBIZNGmXIOj9yqOOvZ5DWoY7W+jBtHfMCgGPo5UJqQTlloQmkvgtpFToymN9wGeazoLPUpI8AwQ0LUJ4opSEdUmwJepiwTAdwmBEzA1JVxFqSwiSkgbvNelJSuaXxO4YSbMh0A5x+ZhmOKbODaEQTJQhXTWMW8nD2HLqYVIYCtVL75XUiEFCN1FYv0L7BmUMIs8QERLvGAVFZQRtb8PSs2DomTdsOm+76czl5nNGCvIUhAWte3A6xNg3Pht7+iggZL2oSoeKWSYIScK5LKibisLD1iAlGdcsVKA5bjEWRuOaa3csUkRElIje7Bs/Tnm8DNwWI2Rds5sJTlcNV6FgNE4wFh63K7ALblhLYQXhtMKLBMUQv1iSFQKZ56BgNBiyvb3L2cMH4HvxnfaCxPfP6URgISJt7INSlAcZRW8F/c323u/57v5dLKUFex8boWVOOslBKboYsZ2nbQPluqNpLHQW4SHRgsk0Z3tvwtE841215pUXf5DnRi9yuDsjH2cok5CkiizLUMKQpjlZNiTNJeXsCLdu8G1CpjL8xYqZ+F5iqkBf0YUzWntOV9fUdomIHUnwJPGEhU25bj7M6fKCk3GN++ge93/jktW9z3N9Z0KnDaMwpai36I4SHj1aoeOAcaJJ9wOXj5YMdg1m1KKMZevFGeQ5xWXKUArs/pJR8SLDvW12pzk+LFkvazIxoZtXxKSlHHt02zDME0hSYlUjQyRq8NYSuxYVfc8eMYboe2Ps9aKXPTslCWnROygqRXowJg5y6pNA+facMp5w60c+TDFKWZ0uufHDe1z/sR0ev/Ueq+M5cksg04ykuMZyCi/84KdodUrsAkI5ZCdpLkrGh5KrNyNHs4bD7zFUo5Lv+hPP8fXk67z6+r/iQD3DjTt3ODdXfPELP8cP/dB3kW8p3nj4i/zs57/EtWcgO0wwuUUISxhA2S1RCsZDw/a2Yph51us1l1ee5UoTbEoiBWkuSHVGiuGE6tu2t2WEnWhBrjGq94qJeAIBpwTORXwIiNj7mKgAGQmZHrGOirlasn14DWa7pDollQqpe8GOkrIXcmmJUrIPqA410Xp80KASOpsTnruOkBazXhGXS3xt8S4S2w5Ci2s8eunBSMSowoUFKq4piJwxpav32cIiaQmkkAxoi4IyLyhNH204DIFK9OwU5R2JFxxkEZVaFrIAb9iLltW+YJJHcjNEJBldCIhU46xAeyiCwNpIUAKVgO02gq3YKzi9BQI43cf1xQ1FpnO9t44UvXJ1k+XCMOuDPNb0bBdZttzeVqRCU9rAUwmYnZz5umbdtBTWsjYJYguyasm1Q41MPUH0P4OzvftlYQOnRpIIzbUmJV11vFCkqFXDxdWaVo+ZDEb4UcL5e2ccDnconKP9ygln3RUyBLoyw3QBXEQoRehaZIwYJ8iDQmJweFosVm48k4JAo3shQEiJtN90731HFHcEyEHCSbvmc0ev8+nnPoV0kbZqqduSYDtc3aDbPpwixoCSimEx5Eaa0grPZ1//KT63ytgaztjb3yMvBjRREr0k1xmz8Ra70xnPPn2TGzs5UUYat0ZJScIuh4cvkyY7NN05l8u3OK3ucdkGoixprUWkE8zhhMFoxMItmTcr1r7myl5xWbScP645rEfMqinp0QR1XtCtB7RxjU9W2DwhGSbUpx0yDCApOXxqj6MvzAmLFTaRnB2ukULTVSXzY0tyFdEZlG3L4W5GPtIYkSBlpLUtNjqyJCOJGVIGok+Q0ROWDtdFnB5APkbvTBEDRZEkBCvpjASpSYsEZwIMJIGGzq6ZPjNje7ZLfXFJ/dp9mqZl+MyEtqz50qtf4pN7L7FUc7i1gx2P2Nq/gzQFSZoxTDOkh6ZsEE3Fqg7oiyF3//EF+eQ2ww971P4ln/4zL/KlnzllfHUDScGPfPqHOTq9xerxVxk8K/nYR5+hvFK8+tUvcPbegrZyXBVLzo+/yle/8pvszTQ72zO07liWDYtLiXC9xYHUEuM8SfAMvWEgMr7E2bd1eyd4rD9jsRLMtp8CDD7QW/062XObUZvKBSiBMRlDNcY3NeWr72CTI0w6oMgzlFYE3eEFoDQmzUiTgnE+hNohYoC26x0xpzn6egZZQayG+LMxdtGAqBH2EodF6YBJlhgDtJbgG6BF0KJoKIlscYiQ+1g1ZjkecJlGUtHg2t7Wt1WStZTMEgWNZZrlvNsEymBQA9iyJWiHD30Qta8lSRC40JEqTSoUIZFEA4XrXwb5pDqFnqZJ6C0SvAOZ9y6Sg6SPnZMCQm8zRJTi/Rg6o3vieLSRWSLJ85S6tVws+kHlTioIwTO/uEROD4itYFh4dOoZzgpC0mG0REpDCJLO9oPiVgnWWcIbeNJJxvY6MDhveHE64G2jWJLgEewc3qZLt1g+XLLVdMyyKXWumdsLlm3Eth06REq7Zr66IAmKDINE4rA0eDwSvEQIBRgiKYohigIprr7pvvuOKO5SSbwKOANvlKdcfe2zfOLGs8hu3Q+QMo1fOYR3CNHfqkMQKKnZGY6wPmF19YBlW3G6usJLxbV9RWoMbYicl0vOVsfMrzRXl69hbnwP6W6OMw0+RPaT54j3FWW5pl0aRPkMAzsjDqfsPPMC6c0IQ4MPHYvLR1R1xwvPfYRqfkGQLe5Qcv6OJS93kA8zmrs1g6Qh3x9gkoKzo3NO2nOeyj/O6lLTlgXBCk4en9I0msnhGD91DKRme/Q00+k22e0t9NRgjKLpalKRIdYRpCUGi5MdYqSpy4YYm54616VIH1EyIwwmmOs3KVE4HTaukbqnxTUO4RrayoNqKRcNrfQU2S6ikFTnFYvXHnO6Omf3pQOkt/zqz/8Gn/r4K3z5pz7LU594nsFszNndE+yqpfn6mnQ/0M0cJhS4tUZuF4jhENFF4oXgy3/tTfY+OWD3u2cs2zPe+LU3eG6aMc32efDqY7qwYuvwNov1FxnuZHz6+2/yoz/y/Vycn/O53/wsv/nmq6yqBcNMMjISv+qomxprBSO/RRIVoyRloDNMLhHBowjUtu0ps9+uvU2vrDR0+PYxZ+clw8FNVJv3vHDhiK7XG4rYs16iAKQgS0a4JNB254TgcV1JrXwftu0SJA7XVbRVifCOlbFMRhm5SRHWAZqwO+UCSddBKxV2dwyTAaNRw/5eQV4vSbDgPO2qw0fBYDDpfWZcYEBgRY0XI5Ym4yimtJWhkJZOa6pVTes96iClEQGvFELCqmmwUjLKJEPfIdG4YUZaKMZZJFc9Fz14R1SaGCXW915leRAY0f+bzZvbCLUwvdXveLjp0tkwSTZK3Y2rLi6CDJHORVQMyEJiBFRecrFUuK5mv5DgDfcvz5nt7/L6UcnOJOsdJCtL4ySN1QyRZBJCoukMZIkgySG1kUpKvlB5rpNxWGi8bziuLUJmGJ1w4RwyKIY7M/zr75HHyDVRcPjhA5q25fLshOXFBX5lUUEhSGjpFbgBjSclkqBFgdEjJHpDAZa4TaP7zdZ3RHFXUjCeGFYLR4fiNC749Xtf4vpozI2Da4jO93duGVFSIPHkacpoMMFkGS9cf5YXb/47tI0hEQVDM2SUJZiBwGQpUgiCF2RZTlK0mHFLw0OiOoNkmxv7HydSwGSO2KlJTM3OVsX2bEqVGtZlgzuPuJOa5VsXlEXJwf4NXvrI93C+eEwrHVUwqDrn8u4ps8WQLpzSVSVmdw/ZdYBEO0u9bnj4tSWqtbh7LepCsVxfUnSKbjdlWbVYcU68e9EH60YQwROFRwVIGsi9QVUese4gCBbNGcgxI7FLjkQMEkQQNEf30MqgRQNJ6NkwKqFNNSYDkQlIc7QckW5vEU1Bt644f3hKPam5/kPXSJzktd844mB/i1mhOH94xg/8iR/jN37xc9z40C3Ky5Jm0bFczIlqyNJbdncGJEXfmUYsW6OEwWBKOBY8+JmKrz5+g688fpUvrr/EZ2bfw0sffomH5a9Tpx6VCGTiuHnnGTKuc+v2Lh/60If5r/76/5U33/01nHU0a8iCoogDdpOcPBmQCk0iJQJJI1rKaKndmkW4ohP227a3BYIkCjoRQQewc1ZzT8KELB3Sm0BEVCx6HkiMSKXRqUFqST7dY2e8h00gJgp0gop91JyWAoQkCNBSklqBbnxfBFdVPxQ/yBEJFA0EGzCto2haMlujwhpvPLVOqV1GXXqUmJMnMB5KLhd17wFAQWc0Sxtoo6btBN6DzvscBRkFoTN0puVKSkKiOG+hTBRt0yuFh8YhiMjasWoDS//Eqlkg6QhR0XmNRdD2VHmi7AeGOocw7KmRySaVqVxtXCO7/mUl9h9r1X8sREQkQCpIc4VS0PnIuuwY+IbD1OFDyiO7ojA5xies6xVP35zw+HTBdJj3eaxBU7cdDCURTxYMxkPwEWEDJmToRHIlAwtqutUSOz8lvbiP3L7OYLKNvntF1jbIEJEuUOyOicOCgcyYPDPhLfs61cUlAejTDhKkyFAyQ+sUKVMUBoQguBrPghgtjhr45nv7O6K4y6CYDsYEXSIWgWgjlQw8aJaoakgqDdBPxGXoJcnjYkiR5QTjCfacbr2i6uDoYsHx0Zyd4S43DvdIh1sYPWZvdsh+OiYbTkkLQZ7vk6VzOgPp6CZNWdEmHr1bIkYdLQ3uyHPxSyXhYWQo9sjTWyTpde4+/CdcvHbKre/5KJ/80I/xd/7p3+VgK0eMPFpoEqeIuSAbaHSuoBhg28j67IK9gxmr1wLx3JEOx4xvb6FMTmc7UmaYNifJEoxUZLs5eVGgtOq9JGpLXFr8oiNQE+tLXFXRiiVKJxyfv0mb1oxnN5nYPbqrcxyORqUkSYINlqBaZAZRK5zL2JrdIBRD1CzBjFtWJ1eMXlKkgx10BSdvnPPU8zcphhlf+dk3eeGll8iHhtX9Bde295hOJiyyFr0IrLsFO5NtRNfBMCPXGbULtBaqu+ccHOzw9P4Otz9+wEeee4kH9iFi5wGH33XEjeK7WUoFiSKGDm9XGHlJtJGLozN02zLuBFqOGWZjhrogjYZEJAQRaWNH6WsaFqx8SUmD0y1iEhDqmw+dfq9XkBotE1Rse0iBiIklHovzFoRGxBTQRCKCiNYJShmEs5iFxDcQVEfllqxdg8oHDNIhqhCIQmOGQ1SeowaAF4jRBFWmaCWQM4mwHnAM1zWmraFpqU3Bw2yLOSlulKBTSbZrSd7IWMQrtrYNhYncuzhnGEakwROFxgZJqiA1svfeF4bWB+o64AYJD6WgFBKdRq7nkqh6YNwWmiD7fFNDpMgFWouNdXPE+j44BC8IXQ+ZtB2MXG990J5GRsEjp9AMFM0apO/xda0AD7LplcpKRkj6hKkk7UNJMu+pnGcYLWlq6WLCReeY5gPMUPNeVTHbGWGEZtVFTArGKBSWLiSEVUdSpHgHSRYRQhNMJLjAooE8lxTJgNFOATvbyPKS8VHJ4TJHTwdILREi648jtUdc9YZiVd3ifIJjjBAKozOkLlAqf9/UPvgW59bQ1vhQIqiReDJ6y41vtr4jinu7smTLEbNxIJ002FLibKALkveuTsiEYhIVWeiPIEUxYDqdkKY5TawJYoXKlyhZsxaPef3kPi/qV/jk7iscHt5kazijkClZlpFoTVh64rkhVjOE7zhWX6V4VqB3W5yKdOuK8p4g3lfMlncI0wSpc6JY8ODsSyzau9x71XLruz7Gi899in/vJ+D+Gz9DGFRkZ2PaNQzyIXoyhgK6NlAtG/I0UNmWLT3k+OiS+VWNUSu2dvcYjafkU02xlTE8mJBfG8PYINWGxtd6orOgI2kh8KalFQWdfBfRDjBtQhuPuWu+yGsP/gFPu49wIx5QZDOEyrHrgDAJWTYCNSSfHDA1M2QyoJI1y/acbn6FUJE6LUncmPs/e8Qw0cjBnIu7hqHd4+kfeR5Hhbto8CvP4nTB9d/3PBdWMtjp8I1jMNomZjmxDgzynGZZ01WCs0drqqsGkQLDC3aeSrj14e9mOlgg0pJC7rCwPYNECmjOLf/yn36Or371VzEx8szkGQqVo0SCE4I2OC6bC6q4opYltayw2pMkKTJKDCkCiWDxbdvbHVAnE/J2QRIsHYJARNDh7JyIITIjbi5SozRJkiCNgujQZWBYKqwL2HaJC1eo6/sk+9tkwwKV5SAMKvbWwlWIeJViRwPwAXNqmbU1WVUhgsO7yKoomCdDFlmGNJHMCGQV0Uc18qriUl4xnWwx2NrmRjqgelRj/DkTvctFdKA1SSLJjccFWLSeJA19MIrIKFtHGx3CC7IiIckkiZSMdI+Rj1JBqnq4qhcbCVwQveUvPd2RFOR5JCjolMCsYff0ivW9I8TWNZzeIiYCmfTIjdL9fEpljmQkEIlGqt6HRtQ1fl2RRIWp17hBxtuNQMYEUxouk0CbZ9wYC1Qd+xNElMzbyPVZgheBvEtxFpJcI7OAi6CkwguPM5G1EzS+98gpSs1OmjHdH5E8DggHzEZ9jFTniNHQKs3DxSWLR5dInzNIt1A6JWoJeHzscPUlwVWIUCNo0XT0USBscr1+uxHwb13fEcXdOo977Yrnvmefe9k5a9Xgml4VFoi0IlC6SJpKhBeMRkPG4wlKSXzb9YZYUZKZnFk25uXrL/BDz3yGp8wOahmQ1RrnKzojcUlEKkPUnlYvcds1g2cT2PJ0QdLd9ag3d8keSdy8Y12vEM6hsoTL4h7n6dexOxXDteDkK/c4fOVZvvsPfprZjYTXX/1VZi9PCDYi6yEhy4ghIUrNaG/K+OAQPchwwnP44k1umhRra3RuKNuWtbygqS84e1cgHyVIs1FdRsjQ5NGQYMD255hY9Rif6hQySEQxZN31g9E8UWRViu40tq3QxYzh7jOMdq/hG4u/LLlI7yMPUmIRsaLFW0ekI+1yFq8uSS8C1z824+zdBTt3bpNt1QxvpqzfnpNRMBwO+Oo//xLP/PALqJXA+BFhLDGtItSBznekMkeplGSiOX98CnGHLCTIkPP5X/sN/t6vv8Gnvud5PvXROxzudQg5I/gpp/crjt46orurOTAHqNQTY0rt1yzaJSs/p4olXkaEiahcksi8D5MGvHW01vbB47+TN+rv4YoxsPLbpHqGtA9IaXE94ZGeB+LpWAMlkgSjE5IkQYg+PpDQRwpqk5LGMaNkCFtP4cSYqustGAJ9JoIMEanE+/DdpOuY+BLdVKAiK1NwtjPlSmua3q6dUPed72ReMTg6I3YLtByzqDWzvONwVLC8HlkcXTDFcG2QstY5Unua2FuApANJMZIY4/HRszMySG2ILmKUwFnbDwTXUMtIq+IGUupfIx80Dk1UG8tfBdYAFtoIQfSMFx86ROeRJHSyVy05GzEFpNuQDQVOGCoLSRkYG0shLMo2RB/AOWxWcOw1a5+wa1IunGWUC/aBCXAVwRuD1ob5ZcmtaUGDwmeCTHZYNJ2nj9XTutdZCCjrDhJDVJI6VZxdXrK6fMhevsWEGUU1Jo4L/AiWCuZVx7opKIYaYwUhiYS2wXYlvltBaJDRoQkYInJDQAXo+VZ+U+b/W3TuQogM+GUg3Xz9/yvG+L8RQjwF/BSwDXwe+HMxxk4IkQJ/G/gkcAH8qRjjvW/5HFKynUy5xSFCFtyVj1gXJcooggXrIl0huZINI5GytTVmUCR4afsjS9cSybE+ZxBv8OKHn+XG6BoqcZhigNQD0liQ5ilhJlFjTRiuaGcVOlfYtMJWnvpdh/jSHdILR+MrTKoZZyNs2nBevMm71ReQRUXudyjCPhfvdOw9JTCHkedefoXd/adp5ivGnzGc/vojjr+2pLpoqFct2f4Ms5WzNZmSCsXpe+e4ek7hDIMsYTKeIQY5QQaiATIBacCHQGc7om9wtiE4g4kpqZCIaLmqLCYxOAdRStb3I7Nwm0N5p3d5DJrJtRfItm7Qli3z194ktmfoSYJ6YYYbQ0gkGE0SewGNX4yYriKzT4w5W10yfvFphvtTwnLF8p1T2pOSWx9+gf07u+iQcnb5iJ2b27z183e58dEbOFsSfYbOBGW7YhATytWKrckWq6s11ufsHT7FR2zKv3rrS/zMv/xn/OavD9kf7bI1ucVLz/8hsu4Gj+69QckFIZVctRWX7TELfwzKIZVCFSlSGqQSdLYm+EjXNbjgaW2HDx4hJE/is78te1sIZDZEJxN8E4nVQ0xs6OM4BAFPQo3jGNgh1WOM0AjriJZeUZk5usJjR0PSyYyYjVBeoNOISCJBC5SEQkOmIV+3FOs5qm4RrSMKWMuc93amrL2Gts9zVgYSItOzFTx6gKgbhNao2ZR1GslTTda1TGYFaZHibGRLNZxbOPKRRRtpnKeYBXKjMSbDoLmqOrz1OKFBGtIkxyTgQ28TIEVEyQAxfiNQxUFjRR+CLiDYiPURpfoSJkWkSgQ+2+YqH2BFb3E82IV0CM4LLi77jNhMwXToyWWHkq7XsAkFMaEcaqoyYy/T+NayMwsUicGVjstWUHYwmmaME0PQmm7VMcoL3isd20VGaCMh7W1AfBf6/OTOY1JD6yImBIZjhRgd0ly+w9GjdzgVQ9JsSrI1JHnhgG57yLKpyKoWQUdDjVstoVv39gOA2eyO3kghbAasETY0Wt4/6/23g2Va4EdijOtNJNmvCCH+KfAfAf/nGONPCSH+b8BfAP7q5v1VjPFZIcSfBv4PwJ/6Vk+gpWQ0HaOEYeJHbNUTZBapdYdXHnzE+oDS5v9H3X8HW7ql533Yb4Uv7Xzy6dy3b7537mQMAoEhTBqgBIIEE2ypZJIq0gKrrD+soqts6h9XqaQy5SqraLlMmaQMSRTJIkjCIEEEYkAAgzDA5Jvm5s7d5/TJ++z4pZX8x9p9Z0hNAEsczGhV7eq9v/31d3ZY+13vet7nfR4oMrKtLjpTUcc9BIJNKZIdLo8+yGhzi7V0nSxL0JnC6hQhcwQZIdfkWyly4FlyghoAKqGq5xzcPaB7Z4eOnCIubpC1AnNumY8rSvmAk7WXSbdnYHYowoCdzadZzgW3f/uI5/7wDsmFBZsXLuF3Uqr6nN3ddWbXbnP+xm3CF3PWRpukwwKjFUIpLrx4ncX5FHe+ZFEumVUlmRyysXWB4eUtrPJkvYyk38HIQDkZ0x5P4NDQMTk+UVhT4oKkk/bwOsMupxR1n6d2L9Fb5tjgQGvC9JjzoyNoKrLQwM4Qe2NIvaaQmSCIQNJ6iqAILqfoDbHbhrGcsfbkNTae3Obg3bt0Zor6yBGQPP3ik9jegs2tDXzrMTcSBpe77H/hHte//2nOHx0jZhopJfO6ZGu4yfHhmM2tDXCW6d0znv+xl/iPXvirfPbl/xHBgm4Cvpnx1ju/yvULH+apDzzDG3caXt/7FyzdHo4pea8lzwSpyDFBUXmLDZ66qXDW4EKL8Q7r4w/Ae/vNdK+/7XNbIEiTBJRC5Bs0tiFpTpG0UaKYgKdFIrBM0XINxSA2nmGjDsxI0e7miKJA5xlKrnjuCaAFIcT2+04CRQgkrUObFiECwTvKxjLp7yCXkkEv4IKgFrGhR0wNan+GntX4borsDQnbXSrlODQ1F1JFVpbk/RRSgS9nXMxKOmXDuHHcLTZIioI8AaEsSni21jSmFZSNoG4DwhlCCKQ9zaAjkQFSqUlTkNJh68Bi6amNxCeRYKFaaFVAJAKdQGigzDKyYoSRUZ9AKahnguU8YFsIraBfBDa6hm5SoqVDhIAPCZDFa2tNV2iUaegOBWuF5nzaUpGx8DF4rnVTctuSZAmehjVdcS4zTuaB7b6kqgKNEtGwu7UkRULZeLJcETxM28DTax3Sj3yY+at7yAoyl0MlqW+eomeG9a0uy2slyzfuIpZLhPMrW0IVd+U4BA2PuyLiHParROVbhfU4vqXNXohjsXqYrG4B+CPAz66O/13gT63u/8TqMavn/6j4WsfhrzOUFGSdlMZbmnmNPPVk84RMpMgQUMohtccKzzxtODTn2BQIHttaFBCsQVQVhXWEasH87Jj54ZRmXKKdQHiHb2qqB8ecv3kXZhU6REbHYrHk/t4DsipnbXGDcJrilwXJsEP3IymnT99heXEA+hJD+qz7J8n9Lsr2qB7BW79+D1kFhHLkacJwsE6226N4QZB/XKKf6DO83Mf5KBtgj2v8vKXwCaGyaGCrP2K4ldLKCctwRm2nLA5PmT06wU1LepubbL/wAqHfx6U5RijkoMP6xcuodIDqdUGlXCuuci29jGoTlMzQSPzSEGbzWFjcWcdd3aTZ7RMSSdJCMm9RZxXmpKW3cQ3lW7yvuLR1lQtPXOHo4DbaG5aPanSiGD5xAdXReGdZ39lETFOSXsLmx7awxnFy85hOlmKnDZQeZwXLsylXdreYLc7R/QF6XXP2xh4fvfQB/uyf/D9xce2jEDaYu5IHs7f55y//Lf7hZ/8GySjlf/XiX0K6axiVIISjGySbumA9JCSlwS9qQmsJIeC9x6/cmKTUKJl+w1/BH8TcFkgSIQnBYoPEqBG17K2wdoFAIgkILAlz2vaIEKpozxeIlBEnsI3GmQxbCeo5LBuojMD7lX5NgNkSTs6hMdGbLgQItqVaziMPfShZakFbQJbCFQwXj+6RpkeIdUVarNNsrbHsptSJZCwVj2zAyxQcCBEdvlJpWV+O2V0es57XjNK4TLVBMWsVjZVYEozTEBQqTeiRkteCtHGo1rMsYbEM1I0kzSVrW4Ks49EpCBVIU0F3qJBFLIqioNR9lmmB1QJWGb5x0NSxstLrBUYDx6BXopXH+pTW5lRNzsxK9EjhG0loIesnDHopzbQhWM08xB3FqAOJD3gb9amqJCGVgd0sZsrz1qGkonECEwROCJrGUeQSWwfSFAoBx6UgGe6y+4mnkVfXsAOJMXPM4RHzL7/G7Pe+QB4sxfe+gN0ukMIgEHgKBH08AxpyWjQesUoDvpqvf3O0PY7fr0G2Im5PnwL+JnAbmIQQVu0G7AGXVvcvAQ8BQghWCDElbm9P/7Vr/hTwUwBFlhDwVE1NVTe41qJdRqg8oVHkvZQmVGit8NJzuDzj7Ud3uDLYBmMJwlLKA2oxpG1TtFtHWE2uW4SXOHtKUDryja1DYjh3M5IdaNMFs8UxlC10tghFS65SmsxizZwD+xahU5OJDipYXNWj8DsgNWmhGKk+86nBzTN0VuLSBCdyvNB40eL8go3nr1GbJevZBRZVw8j3mI8bim1N/lQPO22ZL1v0PGPYHeEWAqdt9BQLNWZpsdWc1OckzpOkGcH4KBmQdUAEbIg64FvpiLRMWDSOtJOBAb+o0FhCr4O9MqLdTqPpwdSiaodqKxyCYm2X5NizODimt72LzreZ3jwmDYbEdjlejHnme64iNtZ58OA9RLVka+sik8mcYhqYjeDyx6/w8NO36X/PDRCaxXTJYHONajpnNjllbWeNypUML+9yu3xAsjfj0kee5Ac/+b/jFz/1j3jj4c+zCAcsncWEc147eMjGcJPx8oyBqyh0YD0b0fc5KEm3ozheTjnxBqc8Ukr0yqmHkCBkhpDfWPL32z23E5kifMAHi3M28mGSDGNKvGcV4g3RCdbhmgnT2T7dfBfhNdI6GNd005S595hC4TXQgg8iKgauLNi8E+BAmUCXgGpb3KKm9QoxFAwCKOVJjENUgex4TGgbyBTCKaq+YtFLI6PFC3SaULqATSVp0xCUjcVwBVhPMI7tBLyvaYsCg8FmHbxvGShJvxOorKQMkkpJZCYovUDjSYVHeoFfQSFGgvcSqSPGLol+qUDslbDgdEIlBE7EOoENsTMVB1kRWOt4+llNCJKFSWl9iqslQkK6Hpg7yXIOnX5AdSTjJaQmxyQS4xp2uymdTDI998ybhLzw1AEqm1GImq1OwcHcs9b3CAet8xSpoGkUbQmdTiTb93MQfsFCdNkZDth4MeHgzn3aNw5RyyWIljAXjN88Q3cKQluu7LULUoak9AFJS5eGGTBDUa8CegRqfj/j9xXcQ3Q++LAQYgT8U+C539fVv/k1/w7wdwD6nTycnY0JcoB1HpVIGqWoFw5/0pBsdFHDgkY3SJmw9I47032W9ZStvEvTwNKXvPvgM9xQC57pP8GgGOBETlF3yHyBSCVeKuosQXRy+luXuXX7Kxwv38ROTtmxFyioacUhtRYI06dqG6pkgkwV+Cnd5RbXex9h9sghlaajUlw1pZ91aecNyVqDNQK0oK2X1PWCXKdcf3KIeTRkYHOMhkfv3KN3dUDzSFLoDuuXLlJfma3aqhvW1nfJ1vrUomE+n4Pz5D5m/JlOMKlB5hrrFCpNCdriFy1iWdPPNzFnloSoMBeaOjqzdxJY7+K6MbDrc0dnqQmLGtnM8f3L9Jsh7e1z5OYQma4xr+YIP4lWZxRsPLtL7wPbHLx5ACGgKMg315B7NfWZQRae0Y0e569sMLt5yvDDVxm/dZfJ3h5bH3iG+sExJ2bM/uAOH01+iKsfuMG7p7dYq9cY9df50Q/+Oc7mLb95/xdpxRFCOKw547TaR6ctg44FD9IbMI4iCRQJ9PrrdJoeD6oxCzxJ0iFVBUL3aJwAMf6Oze08KULdNkgFXrhoriAtrYCKHjmCnBK1gmmgxiyPmDUNqRziZMC2S5pHJ9S7l/BmC5mmSCVwaSAkK+9QEdA6+otmhWJeWcJkjmk1YW0TV6WIEO3sfCGQ3iIWC1RwiLmhGW3S7qzRCEkmAZthW0uWCIxpSKuVa4SUYCzeWASaNZ9znmYEcpCO2dQwSmEmHaSKfk9yobV4AcFrskKSZQrtHcZYvNf4oFg4EYOwjd2oQQaUjswZG5VHEL1oXPu4jGhXNYlUB4o0CsiFIFm6lCYktAZsBek6hESwKKFfeGQh8S4gG4FGIhPYyCQ7HTipLChBSCRFJiib+DdTrxlIwXGhmNewNvCMzwWLGjbWHdOFRrZLBufHpJcuMOgl2MURbm0LneV0bzxNS0V9+x30LGoj+KrGVBUqgAwpIJEkCKLmf0JORp8lCZ4zJBUSGbXd9UrHuPq3xJYJIUyEEJ8Gvh8YCSH0KsO5DOyvTtsHrgB7QghNLEKffbPrtsZy+8EhnTxF5gqvPDZImtrQCwr1qGRyZ4G+sYXa8HjZ0EjLQW1YGkPfd1iOl7x1+xFffniLD25f4OkrT3LtygfYGV6iq/ukqkdne5dke4AadRCh5Or+VdbvKVRlyZMeJBK/mdEbXEC0LRN1E1GUSNeiKs/Ggysc7Z/RvTqknkzpjfr0+7t42VDtVWxeLJi5Ka2pmM6PmBztcbV7gbW84WxesrjfIT23rD13icPXbjO8sYXIJc3c09/YpRUVXk85Wd5B2y16mxvsXLlCEIL2eE64N0PIFrsJIQ/4FawkW08wHoUmGIEL0QNTGbCtx/RT0id2aTe7CC9IDpZQhmi8YEpcscZo7SnM6QGhmZJefZ66SUjEKSoN+CxBkrN7ech4fkIzmZHpjM61Dab7ng2/jZnPkVIjhGTz+ibHN/eR3jO8tgWl5Hz/jCefvYg9r3h99iqta/nx4s/zwvNXGC8P2N64TOMlP/6RP0e32OKX3vhpFuGEUEfdnGzdQy6pk0BjavpOkApFEGDp0k36dJrAUg6QaQ+pOnjnUa4i+G/dofrtmtsuOGbtBJ1tolCRniI8brU4OvqMmdGVEzreIPAoWpw9p1Y1yCGWjEl1xvxhSZEuKXojxKiL6BQIp1AZdEbQzaNzEY1iOrzMXFzCeAlJ1M3tJQE1EOAV+fGMdFESWo8LmpP1Xc4bySCN/PI0kaieJlhFGSSdVCDKGcEY/HJJXVpksUU2V7SZY9K3LNuEjUHLyTiw1gMZJHWATkejnScvPRhL2w/IXEWDFxFYNIG2FkgDAxFIPPEzsgLrJYtYUcV/jQCci9pr5CmsDaCbe4IUTKs8wiUOXC1IepAOoSrB1YHRjsQJELUgW7kdpQn0M42rGppagpKsDQJaSzwJjV2x1oBOJpkZD07QLxStDCzblrWexqARJ/fpuDnqhRfpqR5uuSTrdSHxDJ58gXkvo379LdSywppACNARkGCBGk/sLIYMiUPiUSLDhhQpK0SiEJ0kCqq15psm8d8ScxdCbK2yGoQQBfAjwNvAp4E/tzrtLwI/v7r/z1ePWT3/Gytj4W84jHW8s3/MaV1jhKUODY1tUTIlyXNmtWPv/pIv/IubnN2yaJPhvacVllMz4417d3nlnUMeHTcsfMWj8j6fv/0yv/ryZ3hYLcgvXCO7/ATNqODo5JDDL7zC6W++jvrSKaNDgcwl9cBQPLPN1nPXkZng1D1g0rlDmy4IRtH9ykVm+w3d51KmZ6d0BkMmswWyEZipxdxLccc9ZBu4/+Btbt9/jX6R8eSlXfLcsL6dEPo1ZeNoDpdsfega9d1AU9XM9Qn2xFG4TYr0MlqNELWl3D/g9O2bzB/uozyQJtSFokwDsqehEIQCbO4wmaHb6RNM1NNRTmDKFo9ED/q4QQdvA8lRSefMMZwHkkWDX3jS9ApmUtEup6Tb26BTrJmhkiUukTgRGytsFTi9d0AiA2IzYfjMDsOXRoyuDjHLQOIKgvF0dwvWNi9TjUsGN7YpttbJ8z7NIGXz+jZ/bOPf4+Vbn+NeeIWLu9fpbnZRa5LuBfj0l3+RD168wl/94/8Jz3W/h3ae4WpPoSRSQSkDU1diE89CwCmCO23DzbLkxCucHuC9QjuLaMeY8iHBf/0uvj+IuR2CZ+bOMCG6Lhlb4b0FKRAy0FIxo+GebxkrhRUpgYDEgJszq485DScsdYlwDWo5ozl/xOz8HkFM6W16+lueTmGp65qDR557B4IHC8XYaxKgGyybPVgfCZQI6OmS7OAIXZZ4rTnYucEkaHZEoKksaQ7GGSySyguOk4xq2MEJTX02pTo9R4qUIh0iG0/HSnrO4oVjYQQ7a3AmNN558qplFiR1oWmHEltIrNWUC8n0PFAuIASJVpCqQKIMhfJk0pFJR46jEA6Vg5NRP8Y/liaQkGWQZ55AYFYrljZCP7URtAADqF0UIOv0RdSgcZA1UTrYaYdI4vXmpUN4TU8FNrqCnQwGiaQVAZdqfBB0JeiepLKCUTc2Y8lUUySOQZ5gn3mR5cE+2eEBRa9HR0Huo1vV5OF9imyH7Re/D3/hIk0isQBWIAgoKhwLoMGxoOKIBfcw4gCZLlF9TdAiMnYWFlfGQvU3Gr+fzP0C8HdX2KQE/nEI4ReFEG8BPyOE+C+AV4CfXp3/08DfE0LcAsbAv/et/oBQgoV23FmcciHv4RPPZFnRNgKdSE6k5VFZszyHL/3GPa4+t86LH9/F6ikISRgmnO9ZRHKZIgQu7F7hB77vh3ni6Y/hQskXHnyOL7/8ZTrpGh9+5gWeyEfICqrKkT4F9vtrqmaB55zD4zGyhVl2zDw9RIsExj3yzjajj/U5fa1m5/oTlI/OSTckTesIQdIeSw5vLrj6iSHPbVxlIzWsZT1yrVDDHkko2FucsPbsE0w+f0LdTVn72AbZI0k2K5htnTJ0gp3eJQwl8+UZ1B7Z1piFo6qX5LKLF5LcdklsisUhRLSXq8slonEIH9BKxAKjc8hBh6ToEFpQjSFbWDCBVHrapoHeBbLQpT7ZI1kvkFsXEMKhwzk+8bRaknUHyDZnfPiIonUIKdh+/iKT+QSvBL4T6A5GtG4eA/FOxnZ6lbO7e7hC0L88wm5liDpn4wfWceOcJ976AL9282d55plPcmFzg3LaMJI9bjzxUf7Ln/3P+d/8iR/nP/iRnyL8/zxvnn4OISoUHhc8c2E4V5JF5TgwDeOgaJMOOk3pS892qvD1GafVMd6136zw9O2f2wREmFM1jwgUCN9ifYWTIFhiaKmpqSU8DJal0GzLLC5OeHJq5qnHD3OcTQhJztrFLXq7A0TrqE8OODwdE4qE/mCTENZpfQxWuyFwozzA4nC9AZVRBK/IZlOS8RiUohkMkAPNVR3YC4H+KGVeQzeoaPknAzOpmHjBbmeA9hLRdpCqQASFyCCTilB7tvqBB6UmSw2XCst5yEEnjKoWUIieRhmJajzWRaUvFzzLMkRFSgmtitRWQYjGHULgjMX56PsqiUXU4Hnfd9UEibPQ2FWtZaUemY4ixFOW0Qi8W6ys6hYx8ClhEJnASyirQGhzRALrhcbYFikFqVSkWhCcxQlNDxCFYFYJUmnpK00vCbRorqaeNhtSbW/T3Hyb/pVN0qRL4zxepXQ3Bjz60me4cvFJtl56iYdBYR/tR44oikiOXVBzjKXFM0GqEp0HhJRgE0Sdx10JFd+qpPotg3sI4XXgI1/n+B3gE1/neA385Le67teOJNd0Lucc2glu6di+PKIaL5lNWtSFIelGn87mgqppwEnuvT5lMS75yB+5jO9UdHvwh156lg39cT5w46P0ssDdh1/hi7/4txm3j1BZoJ+NeO7SC1z0XfK5wAmPevESxfdvELrvYMweZXkTqbdRcohtSnzjEPMh6/3rpMllpq8dcHn7IrPpnGBa7FqfxWtHDC+vM18usYcNwwdrbD63QZ4aXLNEhgRVdMA7hqMOZ3sHDJ/ZZfFgyXytJH1ym7Rdo5CbzMsz7MO7bF/ZZfvKDWbzCfX0nKT0iNLRUKFll0wNcS0IYZCmxpxXJDOLDpJGWVQweN9CIlH9ApKEdBZxats6dJA4W+MSTf/JZ2jvPcK1M4rBC5TTBtEHmTisSFApIDLK0mLbKemiQe9u0baBs3f22bx6CbXWpVNpDg4fsFH08ZuB3Y/skP96h4eLPYZP5Axll9npmBAEa5fX+EH5J/npL/w1Xn/063zg4g/hJhJTCZ65+gQffvp7+fW3/iHD8AX+1I/8JJNfPGbZvgk6RciEuU15d+6prGKa5Njg6XrDxTzjySJj4C2zVOBzyVkbEN/AreYPYm4rYIAFO8aKgh6KNrS0HrrSUUhBETxOBLxUnARP7WuuyJTMNySyYL3YxlzZoLu1hWwk1cmUozeOkLMlygXyooPo7WD8CCsiJru75rmaG9L7kI6XmIctar2AbkpYzhDeUQ/66I0BxTo8mgjSbkLTepwRdLoNB7OUfi6wzlIFz6zQDG0H0RPQBIJSiMQjm4ZE5cwWhs2eYOoyuizYLKDJc0xIoDQsJ4FeV9EZKnTjsI2ltirCHhB7O3KBIfoTOCdpDSxNhN9kWFnPxY0PWWSYUtto7uFDJBf5Nh5fWwtMSvCNIFuPipKIaNrhpSeTApeIaNhUBZpG0etGosL51NPvpRSpxIpAM2nQStHxlp1Oyq1oe8IgUUghqHwLKqWvFfqp68w+/YDh/Qdw7TK1zrBAZ7BBb2eX8vW3MGcn7D79LAfLEt+cIsNqK0KF4RFBOnRuYvm0lWALNLvoMKBlQeCEwDdx6uC7pEMVGdmci7mll+aoJFAuGubjit76kKRXsPPULkWxwM6gmRja04q3f/uQD3xil6sXP8Lly99HVR3zW1/5e9x95z1C23LhUpftzSE9uc4Tw+e54tdJ2wS/NeTi99wgGeUcvHsTW9esf+AKfq2kZow1c4YiwZ9fwsxTeqrD4mbJhY3nafIpizfO2PjEFnvvPKTb7zF7NCNbL5jtLXlEzehqRn9wmVIekKsUlGbp5uw8u8Hxu0fMN85Zv3IRM/acDJaonuDy2g0G/R6Hx3s8ePiQwWLI+tVdsvUBzf1z7GJOkeckaY5rGoRTdBXYRUlzOiFbSHzlyWSKKZexO3Ctj+wU2NYgG4cynlRJEuEwXhMuXaFxBlMe0N3YZtEmJKIFleCLhFBI0qAJpynt8YykqXGlJ88KVAv1/iHpE7v47YIgFOf3zrl6aZeZmWCLhM6NdTqzkuPkgGvXn+S12R67eZ+60Dz1wg2uPvgov/yFn+OFP/P93HpvnxsXnke4OX/2k3+K/+bX3+S33votzo7P6PcGnNSCpUlRIo0djSFE1oiXbKvA86Mhu0lGzzfUNCTC088yztvvnJY7RGNjRLS8FsGiULQE6hDIpSCVgpGXqCBoVEItJJWBfR/YkX2y3Q06N7bws4b5qzeZT2twkqHvkOsetpthB+u0ao0gNZ0icHEkyJXk7Fxwnm6wtd0lW85JjitCWiOMpx30CN2coHNO2gS9pckaz8nCc7XjOJtGka6F8RQazvCYRDFINGqtIExq0CuOz7Jk2Ek5cLBhlvhun6nosMWEtA7oQUGeJNTzlnJp8VbR7yqyDNoSQg1KR8Msa6JWmfCKtoFyAUuvMMQ+JNNGuYE85/3GKOviv2LV9Bt0YLC2KrrOIe+A19HJSqaQa08iHUZoSiFYNuBrhSGgErAW5lPFIIdeNzJUjuua7qALtSNJYc2Bt5KsXtDvdThfnpCwTSpa8n4fd2Gdya2b7Fy+wLRZkHaHhMqzef05zo/GzB/tUVU1SZpiFXgfXcHDY0NsCSEIfJuSuE0ytkgZ4WixNEgyHOU3zd2/K4K7twI1zZifnlGHlGZec3LvnOl+w7A/oH+pT9pXrF3qUBUebxrEHKqx5fXfOaL80Bd5Z/u38LLF4mlGEneYEHzBWr7J5fxpLiXX6Q932HjiBkU35+TuPtWDB2SLGtHPGZ+29F/aZu2GJOm1eGArH7DsVyxL6KQNfrHP+AsTtl68QlXOUSc12Qd2mT96wPDZLrMvJ5g1z4OXHTc+oehkWzhXIqzHVEuK3Q02L/SYTg3V5Qnb9XVS1zDVE7q9E3bWLnB1+1n2Ht5nej6hmZcMN9YZbVxgXmuk9bimxbaWoihwZsHk8C6ubtCVQnmNqB2m9STdLknRwVlQpkUaTyIVXoKThkXRZbh2ielb75KLAJtXsGZJ1lti8x6iECA1Zibg1BEmR8jmjGbm8Q2M7z1CLUuSLOBGAuVTVJGTDLoks5aApPt8wm67xa++/jmufe8NmnTM8oLn4N4eFy6u8UPf92P8zX/213nv3a9wclzS0Qm5GjCb7fOT3/sfcXZ3yZv33yPkjv6VlKaKXpNWaWyw5MFxoZtysavpyZJJveTAN8xlS+lqmuAwhYzp83doBCGoVEZtHD00LYIZgTmCBE0/ODLvISi099EQOWgaAo+kYePolP7hPsJ7UgQ5KbXuEnSB6HZwoxGmNyDpaYaj6EQ0nTsejAVNk5IlMNWaC7s5w7ZG1R6Re7K0RnmHrY+57gc0bcEDo9kaCNoG5nXO9rpjOQts9wR7OiH1cNyT7Cw0YpATGgdIfAs9YxlkHUoDm/WSxbBHGwYMmiVFLdCdgu5GynJe0TSBto2+wllfYFTAuVURdOWm5Gswk0CwgVbEYqrxMYgnWQzsnqjt7lYZuQSkC9GzuAdn06hd0OmBt4HMQCodiQwgA7UILK2gmYNfCmoCVsC09rS1iqbaweGlQqtAlnqMj2TE7RSCkizGp/T6uywWS0adGbNFS1fnbNy4wtHnv8D0bEqtNYgEkgTTGgYf+hDnr75KOz0l9VHYzJpoBSh1fC/egHI5kiGCjJYlDWMECwINEofim0KO3x3BXQQosg5Nt4JEMFkumS1KytZzuHeGLBLUENq0xnQCbd5EZTUDi6njjS884KkPrrG+k1AlDrdpOZ1M6J9kfPTyJdaHz3Lh0lP0N0fUJ+ecvvEwNjxlGtXtIYddis0e3eFVct1jevCA8vyQzqjHhYtdqrWGsOmp5lM2NjKWZzOaL5Ws3dimPi7Jrw9xpUenCoxjeSewfDqhtw2p7tKUZ1TLCpeesvPkVcRrDefNAXqtx8X8CRKZczI5JO8X9LJNLl17ivOTI+ZHpywOxlRnS7pJQfAKKRVpmlEtJixO7lMvzuh2NnAuEsTq5RKRalQvmjpQWxIrozRsonDaMW09wys3qB7u0ZvN8Bf6GJ2j/Ri16bFFg1QKYRy+7hB8wLdz8lJTNRU+8UzP9tFNS5CGtl3S7a6zs3URrRXr2xdwzqIu5eQm5eizR4zLY3avXuHdh29y48Iz/M5rv8sf/+RP8GT3I/zLl3+BP/19/zG/9s9/gR//wz9B6Q2nx8f8Z3/p/8pn77/J7aNbzPwp4/ZdnKxAKDJpSHWLtQseTproFq81IhWERAEKZwWpVwix+FZT8Ns2QgCpErQNqOCwOKzwEV11LYlSZCGQYPDO0jgR+ySQtMFz4h0+aDpIFA1dFrS2ZCFzfD9Hb6QMhpIig3IJpzMwjUKu9FiyDLJMIdcFPtXUE4OdBbI8Jy8NialIrcG1Dd1eSlkr7tsuo45gYSRreUNLgiJCH8c6YdSxZAuHyBRhERt+xLxibdhhT+ao5ZRBusANu5H5VpakSiC6Cb1RTlUayqVjXmpU6xBaEkSkB0oNbQXmPMr5hmzVzEXM2pWCVEdYxrgoA8yKEKR8bGzqrsFsAdVS0M/jNUMNXQdpGxvcrNOYVXevq6GRYK1ABUs9D1iTIJ3Ht5ZES/JujhBQdBM8MEhicJ+Vc/yyT7ebUZ2d0VlbZ3LwkO3rN3CXLzK7fYvNj3+Qe/fvs33tBtiGqql54iM/QLnYo51OkMsF9mCCrk0UBTMB6Vb2gswQTJA4NB4Vqwpf06f6jce3ZMv8QYykK+k8J9n5+CbplR4lkqsfuMgLP3iFzWdGhK7HhhahIB1a1m6kDJ9P6T2f0H8uI79ScLxccDIPtDLH5TXJWsLOtY/x/POf5OlnPkQSHOOvvMHy7bfoLpf004R00EVfXEff2Gb0kWfo72yyeDRlfrOkud+hOdhmeX8HtZfDQUrX9ukNavTCYZOUzmiAqWr6V7cpz2qGO11YBAb5GntvVkz2NK0TeBUtz6rW0wrF5qUrpAw4r85ZyDm727tkSZeHh/ep2hllNUFnmq2tCyiREixUdUPdVnhfYZoJ49MDkJZhv4evLE1jsY1BOE/SLVBZAtahjUMEhxEWmwZKLFl/Bz9taO/dwzczZC+HrCFdD/iBRGbE3cbZElcKROUoZh45l5CkbK5vIpsGIQUyTanbGgpY31mnaRYU/ZyT9+5iFw3FIOfStWvc27/D9aee4Pa7N9m5ssmth7eYj8f8uQ//+xyelhzP32T96kU+9cq/5GPPPMtXbn2F//JTfx1Xn/GR60/y7KUbaKERwpDIBVrM8H7Mws9YKstSeSpto5qgigJa0bdT8i2aSL+9c5vAVrvkAi1DEbVENgJcQrCBJ/UGETwiBHLvWROOjVCxQcWGr+mHGscSQ4WgJcGSS0t6IaV7ZcBgu0dwmpNHcHoITRlFxLIU+l1Y7wd2twOdjmTRwIlVHOcJ442M2cUuZW+dqhjgiz6dUtP6DJ1YslRibbzG0gY6StEEhcgSzlJJM8ij1LvyhMTjpENq6A4kba4JpkYbS97JIVE08zmitvjGoaUg76WgBV5InIuZKi34JbSzQBICWgtaK3BBYFeYepLEBqbHcExwxL6NAMIHkn5kx0zPBbYSpAkkItAButqREvBeUDUiWnk6qDzUIsIhWZrgWhGpxCqaiaQSijzDG0+qJeezhtZBqiW9fkE1nTLodZlO5/STlHI+pW4svWc+SC1b/MGEfl8xPbhFv9hkfnLM+JXPEBbQK7bp9DdAaoQP0IaVehorJ6wKTY0WZmV1/rg79Vv3qH5XBHchIismy1N0lhK0RvYk6ZYkWQeftgQVjYOlVKhuiljPYDtB7ArUBYkbCY7MhLNxw6C6wU989K/wl//Ef8J2GDJ5+ybLW3cQiylaCUQ/R4z6qO0NimuX6V29jMxyJvcPOH79FuXhGYONAZsXL5E2Qx59XjB98zLNnadYvLEJJynd3T7eS4rdAUknJxhPZ6cLrUL3c/Ryjem9hHImoRmStJvYeZdGKoqdAZujG6RScbJ4REnFk0+/AFKxd3AblRnAcH52QpHmaJHSBk8TDIvZhGo6jgyFJAGvUZUk1zm+NBR5F53n4DzKBrx1mOAIqQQCbtnSMYrq9nvoco4sNGl/DZvViE2JTWQ03T03tPenFCInLCryqUVUHt0Z0IwbdBkbuRKdU5UVLrMUayllMwVtWd7dw02WuBD42Asf5/x4ymZvjcxtUC8a+p0+b91+hSdGT/KHr/4xfvnVT/HRjz/Fg+ken777q/yVP/OXyJMhP7/3M/ztN/5ffOr2P6aRBzg3xpgx1s0RoiVksSjmVUAlcqUX61dzJWZ637nQHnel0gc0kYanZCCTgW5wFHg0K+Gs1S2R0NGeXmLppY5+4ii0ReiaRjmqYkD/xZfY/vAHMbrP2Yng/DRi1zIIskSQF9DtwWgNBmsBlXhmc8/xWWCxFGSpoNPT1HnCvY5m71LO0bUuDzd7TFRKNxEEFehlgUSD84KuFlgpyBJY5ClnHY3LFGGQI0YDXL8DiaObgRilCBFpKtJa+us9ggxU0zmpAWlF5MkrVlE5srxMFWiWMfsWCoyIDqFCxyxdpaCTGOR9WDkzhWinB/EcK+F8LGir+FlmeVwoeiKgZLSsW1rFeS0IQtI6QekELYGkiIG+cQopY6OQtQ4tLLkU+CognWcyEdQWIDDY2qGyliTrYgcdTAjoJGV5eIrMh+hrTzPbu8V2OsIuz2n3bnH5iZeiwtt7r2He/Dzm3XdQZRUz8dVkEIAWHiUCQn79QC1XIf4bje+K4C6lpNfv0Rsk9HqKbieh2+2iki656tBNOhRpRpZp8kzSyRK6Wc4oH7CWjejnHYpOlywbca33A/yFT/w1fnj9DzF96y5nt94jqWfIukK3niwpEJ0eemuX4uI1RNpHLALnL99i9qVbiEnN9tPX6b94mUo3PHj7HUZbI9audzH1BD1JyIuCvA9JmiF2eqggGfYGyFGKynJcJ6CkQoaCo3dybv9ugr3/JOHkMk5CJRdcunydYTHC+5YHR3fxyvPEk89QNS0P9/dI84TRqGA6OQNvsK6hMjVt65G2INd96jZqjjSnNWZSookBX0iJDmBNi1VghaK1gea8pFhYlvduksxPUFkg9DqEtI/PIXQ1+ARmgebBHHFUo4zHVHNsU4EQiLQg1KAbT6pTEqtpJwuk9KT9lKqeknY0RRC4siIQGMkBhR0SJornL3wfZ/fmXOhd5o17Xybklg9d+gQbXOXXX/l5/vSP/2l+/fd+lzvlV/jf//B/zHq2zSAxCDtjMp4yWSyoQxM7M/MsyhuKQKYVqZLRqWul4621QuvIHvmODSFIpCQNkHqB9qCDQKqIJwgfhbRil2I0oJAWhBGIVqJs/D9SCsLVC3R/4Afw289xegrTYzALgW0ENghECjqHzhB66yBzaLzk8FTx6ERSt4q1kWR75FC+ZXzWkmeSoRTYBSyURieC1ClkAv2iJQhFkmkKbVEJ5NIhJLhEcLaW8nBTc3Stz2Sng5IO3Xo6gwyZZggfaBcLVAj0Rz2cM5TLBVoJcpXQloFgBFiPdw4HuCxALmhDVHUrPdQmBny1ApGj1MIKY1fxucpA7QSTE0EziRBNmoJMoopHqlz87QXJpIW5jZqL1kScXxAXD+vB+tjI5ISgbgLCQSoDvnYkCLzXmBYgEJIuptulUinphQtMA8hun/LokER4st1L2I0Rs5u3uHz5CY5P9pBnx6y/8DHoFIgq4JtAQ8Cu1I2UikJwj3u2pI9Jwtdm7XJ1+2bjuyK4gyc4j3cVwRmcsxjXYn2LCQ2tqzC2xtkWY6KDTcAShAFhUEqSpBm9pM+13Us8evce52+/STo+ZSgEunEIqch6I/Rog+LKNdT2LmUraA/nTF55B3vrCDm3bD99g+FTl2jLBQe/8yadkNN75irL6ozpwTG9jQ1kX9HJRpAWZOuBPPRIN3tIAcVgiBKadKBxqULJjE66zaD3BIQeIgiMmaKHkvWrV0lVgZ/MOHtwn0F/wKUL1yhnJUeH+5BqBjsXKMs5ZjmhqueYRKAGQ5TKSXUGkxJZtmgrsFoiEgXeYrTH9TReh6is6SsSEQ0/tDDofkIx6pH1u7g0wCA6YmUzibg9Jtw9JvcSGQTp0kG3g8g1otuhLkuksCjdwVSB8/snqMrhhaBalrR1ixoNceOGeu45u3XCE91ncEdwpbtGv+mxM7zGewfvcGofsTw/50ef/tM8PJ3wyp3f4c//iX+ff/I7v4Qpav7CR34KvbjEbA5VKamMiI0bMkQOtPcoqUnTBK0CoNE6QSeSJJHxB/KdDO4h+is9FnD9qvhTiOyIleLfY7vQsHq9IoT3bzJE9khe9DmftpzuCcpxjncCu2rbTwrIezDYCHT7AS9gUcPhMZzNopHEaE2yPhTYBh4eCbxK2FgL+NKxXHryDqSALCQ6DfQ8uFTTSQMiKLIi8s4zAUo5SCWum8C6wubx+xBNIEfQGUS5j7ZWlHNLkqYUwx6t99SLmkQFOgOBawOuEgTj0NJHqaQkgIKqidoxTsQ1XIr4ISmIZh/ExZAmSgZ7B8JEw+w8jcFdJ5ALF12PSDhdSs5nq89bRHpkmsYsP9EBawPCgoyyTMyXDmdjJm+Mx3nIi0BpoQ2e89rBcJO5FQg1oNEd9KBPMz5FLeY0tSV74jkaSur9R1x64nlOD94hdQ2dFz5ONerS6pVP+ioaCxFvK0vdVYYeU3oZBQiQ/8p+7+uP74rgLgJI56LxgNUEK9FoUhUbG0xrsUuPOfe4M0M6D3Qbia4t1C2Jkaz7AWsyZfHgFp35jLwxZBK0lkglyYfriN3L+OtXqYsu9XxMe3iP9t4d2D9GThz6ySskV3aoH5yz/JW3UdMlG3/oaebNjOW7D8m2R6iLXSSejbV1hG7Jiy5Zt0DnCtkGirUhAkHW74CI3qfFdgexrsjXu4TW01QVi3LG5uVdemtDEqU5OzxmfjLj0s5VBp0RzaxmMp8SMkF3uEWqOijhqfw5p/Ue52aMlw7no55GqjS9ThcJWEEsngYf2/BySdJJscZQLkocAaUUQQiCKvDKobMEW3ncrQMWb9+nU3s6aDQKsSgJxlIRKHp9picTPAIpEwiC/UeHLGqHrVIezRaMT6f0kxFOpITzQH17St8OcWXF5PQhiU+5sHkZbxxvP/ocp2LJ2Nzm33nuJ3nl3d/i9tGX+bN/6I/z937tb9HrDfnRa/9b1GIQDR/mCtEIhLNI2aJVxEaV1KsKkyP4QPACgkKElXzgd252471c2S1Ek44QK2UIEYNMKyQ1ihJNHQpMKDCkWBSWFKv7BLosT6CZFpg2RQSBYKXH0oXeRmBtK5B2oK1heQ6TU8FsJqg8rG9EiGZSC947yKhrxZVNj28Np2NJtxMYpB68IM010oBMFIkWKCQ2SLIs0vOSJOoWqRDoJtARnlyD8QJrA65x9LopWaYQQlFVhsp4sl4PmWW0Lu4qtfQkvVgA10gya1EzhyjjpxVYBTgBOn38aa5gmBUco0VAq4DzYEw8LuUqKKYB6eN5Fs/ZRHA6FrRe4FdxsbHRUFsISBNBaQJI3rdmLNsKKz1GSZyYURmLSBVCByovGVcCI3OMF9TTkiA1abePD9DuHaD8FHk+J3/ueRb39jEHJ2xcfJbTN19HJxr17AvUmcYTawX28esJX5utP56/j7Uhv6qv883Gd0Vwx0nMuKUICcf3z3h0e4yZCxLfofB9qgPD3pdOOPzihNM3DPnpOlfkU2yGyzT7geqB4aLZ4rnsaZ7kIpt1TmpzEpGisg7ZziWyy1eR/QIzn1EfPMLuH5JNZsiqxZCTXrpM0VtjeeuAsy/fpJk3XPjYszjl2X/lTSoCu889xXR+TLbRx6WKkNTRnHnQQahARkq+1gfnUEWBdy3SSVoMthCMLmwjVILwgfnpCUjYunKJLM/AWMb7e1SzBVe3b5C2HeqqZmrPcJmn099CJgOQEuOWnC+PKBcTfG0IQaKyFEug9Q6XKbyW+BDwUtAmnpPpmHJZk5CQSUWR5ahege+OENqSlwZ9b0pz+4CeSJBaYaTAS0kSHC54KiDXOXa8RAWFLAq80uzvH9IuDXbseG/vHs34HNXrMLl5QGYjDa2en0MnZc+ccmf+HgNRMEqv8rv3PsWlpzt86c5v0+9l/OC1P8FvvfYvuHX7VZpFw3/1i/8Prt64wpXuk5ja055DdebBiBh4dEAIsMYBCp1IpJQIFN4HrLPftEX72z28kFQkeFJmIjBVgVYrfJLgVMocxWGQHMicU51TdTcJ65ewvQ1mImMqM3zvMmrjCdr8IrUf4hJJUAKVQ2cNBuuBLI1BfTEJzKdQlQJjgSxCNEkHzqeCgxNB6wO7mxIVHMdHFikN6+sKtzR0shgsdRtAKzIdYSMvFXku8U6ik0jbs0EivSWVlm4nIay42U0VC8S9XopSCu8l1cLRmoDud6m0xjmHrhsSHLon8GkMsIkHUTlC62PBVEWY4nE00zIGb0Ls/tWAqWPGHVbm2VKtsvEMlIO21ZyVmvEsLhZydROrnUAIq/sqyigHETN+oaBqaowPlAaq+py6CiQJjEuwVuIDmNqRJgJlZoTZmJB2CBsDmnu3WXOa6sF9EpGQvPAcs3t3WRxNMC5w8pXPM+jF4ogFKhclnx4Hd7kK8I/V3GMG/1X/pa+G+a8/viuCuzceVzoS4TGVoa015QJsqyFNGO6uM9wZsbmxwUtPPs+HnnmJF596kQ8++0F2Ll6k8jWlnbKR9rkoe6wlmiSBTm+NbOMSjLYohaedjUmPT+meT9CLilA6WjTqyjXMep/FnX3mr94iVA326U24PGT/C28izmrWP/wMdb3EVxX96zss6hlBezq9HroQaAndooMaSIK36DzD1y2q9ti6ZTafkvd7JL0eSEl9PqGeTBlub5CvDZE+YBZTzo+PMGVga3QVSUpQFvIGnwiKZI1MDElFSq+TkSuBMHFyBqVpJDSJoJYBHwxCKFrfcLg4xLUGKksnyxAORKrx213aNUUnkbi39nGvPGA4d2TLFr9o0DLFeYeVjtY76rZFkRDmNcp59KDLZLZkMpnRIUE0locn9zk4vYtaz1FlixIC2e9xfPMNTFkyHAz4nbd+CWdmPH35o9w+vcX9o9fZuvgB/uWrP8P3XPsePrr2x/iZ13+Oe+NXOVrc5G/9wn/B8clDmtLQNoLZiWDyyLE8b0mEWEEvsZ3de0nbGqq6ojU1QZhv2KH6BzK3hcCIFTUTgU0Vba5xmUYpQVcJCiHIk5zBcJvBxjbD9W3W1nfo5Bn4llDXyGSAC+vgV6qeHSjWAsUwIGQsRM6nUM4lTSNoPZDAYAO6HTifRIjG2MDWsGHYsRwce8o2YWc74IzHNJJRn8hoEYEk0dHTNAi0hpxA8NEByTponcZaMK0hTQVpGruB6wqaOlDkiiwL+CDwDTSVwSDQgwwnBdp7ChvQIkBH0miFCZJMa5RQkeYYIvdbyVVgF0Q2ycoUOyxrvPeYlWBlIC4GvSzQ1QEBHJ0LHo0FlRU0diUT/HiBWEVJv6JRNqtu10wHjHc03uDR8f3OZ5jpko6G1sZsOk0EkyODMZ5EJSxv3sGXlvzCFraa0B6OyXYLZm+8Q755ifD0U5SP3sadjAnjOUdf+CLNvMKEaLpYCpgDNfwrcftxMPfvm3c8ttn7LodlWmsQvZqZOaOqalI0TeVY1A3WBnQ3Z/3KBs++9BQfeul5Ll6/zGB9g531HT5w/XnyrMt7j/Y4PDrDjmtEUGxu7dLZGNJIQTWbocYT9HmFWLaIxuOMYRks+dYmOlM09x5QHTzCKs+ik7J94xpvfPYLLPaOKHY32dzZ5PzefYa7m6SDgnp8RFJ06Wz0qN0sdtWNMkTfxsKYkrTzGqZLsqrBzqaIYOmMBjglcHXD9N4B3nrWrl4mS3soIzGzJbataIxlo3sZ0WY44XBiglrO6YgOSnVAaJRSSF3QHa0RVAI6IR/0SZOUkGlCEBz4fSbVMV0jGYkMqQOqkxG2eojrG3S3BM2DA+q39ul4CFLhQ8RPg86RbTRJqasancjYQVhXJAqKbo/5yYRatKigCUpwWp3w9vnb+LzB745ojSHPhszPJkxO97k43OWts3f47MGv84mnXqJr1/mFN3+Gj15/mtYk/PLdf8Af/eSP8Hz6SYLwmHbOwfg9jps74GLwbuYpJ7cFe286Jo8MUjhUZmjaJjZtKUWaCbJcUXQzpPzGP4Bv9/DekYUWaLDCE1BYJXAqELQgTSQDLVnrdNnor9MvctJck3X79Ea7SK2Z1yfM6iWLVhIk5H1Bkcdg1tRQLlbUPhsbfR5nfp0eaBmYnMFyEi3usrRlONAcHc2ZzwXdXqCTpyymnm5XkupAPY0BNU8ENA4RIE8CufWrLDdQNVDXCtNmtKUAB2kmkdLhLEzn4EKg21cEqWiDpm0E3kQjbfo5jZaRv1172qUiJFGr3onIoJOpiBi8+mo2LlUM8oFAtqwIlcEEhVcCGeLC08tgrQtdBNMpnExWn8kqoCNiodVG6RysjUwjT/SVFSFKJ1dVA75e6csHfDknTA5JvGfQjZeSiaauHfWsRecd7OQQd/823cEFjMyo3n2DbncXnwrsa6+yfekKzZWLIOMaZWYLxGwRobqo6sC5gFMJC1asGcCvzPUEESbTRKu/73q2TAggi5azk5Iwl/hJQ1hamnlDW7Vxa52CHqZs7I7oFQlae9Is4eLOJa5cvs64brh1sM/Z+Thu7zopztXYyTHy/BTGU5iV+KrBti1eJCTrGzQyMD94hJiOMa7i2FQMLl3mlS98nrdefhXV6XL1pSc5fes2qg2Mru0wPznDe0827KM7OW0w+EKhd4Z4Gbm3Sia42uGbqIWBFNS2pdPrIRNNKhTlwRnt8YJc9Oj3txGtILGeajHG01CeLsldn2Az0iJDKUOioNPbAAocDpREpV0MgVRpfGtI8wRfO27ae7x7/g5XwhpFFciSyHzQw5ywO0IlOfLRlPrOAd00Q+QpTiucijcvFdZYnLWYukGnOaapyQgEKUnyDmcHB6RrAltLmqZmNj/mzb2XWcoZbqARytMbFCiZMrl9n/V8wM7aLr/y9j8mEzWfvPFjnNTH/Mpbf58f/fC/y62jV/nyw0/xF3/4L1A0F5AThV1CaMDXFl877DJQjhWHtyW3v+KYnERhtawj6Pc0eQZ5qsnShExr5HeULhP9MGssTVDUVtHamFlbH/AhNqZkwtDRKSkJykmUEHR6fTq9Lp6Ssh5j2jpeT0Ew0EwF9UxQlYK6BbPCa9FQ9AOKwGIK9RyCCQhK+iPB6dGEs5M5OvNsjlJOzwKt1Yx6kqqKATxLBYkG4S2ptvSKWBL2RDzaeOJ7WFX9fHAkiUJJAMV8KVi2Ap9oZFfTOIl1CbaKKWplAyZNaRUkWiAtsVjaFfgkYu5SBGS+yk1l5LZrCTYE0vkSvTinVV0aHwOZEpFh2O+ASgTTUnA+i01MWseM/jE9VsoVpdKDc5GJ41adQUIKpBYslw2FCdHQ3Hts2VCfHaPbllzFRS+NwD+T84BQBUmvS33nPUQjSZ96hmBL6nffY3DtSczxCebmHTZvfIim36FyItI3PZiwugEVMcCfqKgl7whoJElUn1+VVBWSFQ71DcZ3RXBPUoFINKeHUE1bpqczxnunNMcLmmlFWS4pXc2j6QGLZk6WCLT0qFQw6Hd45toV1vtdzpIJXNQ40WCXNbaqkaYBazDGYYMnZAltrkm21vDOMn14l3J+wINwws3qmNG1S7x1/11+6Us/w871DXaefIHlyQz2S0brl9BFl/HDA/IsIx/1EYmMxR8ZCLnCOoczDiHjlyFKj6g8ygR825LmGWmnIFEaPWmo7p0yeXBGL13DeoVd1ohmiWQJqsbOG9wCLJq8lyNsg69rim6X2fKEJA9RGdPYuFdOFMY31GLM69XLXO1fZTTtknuNzBVqkJFeWkes95BnJeVrd+m3kZ5nmpamanE2FtaccZi6wdRNNOdIM4L3JMERlIJuSlOP+eDHL6NajzELrlwfYfJTjk5ukhWKYGuC9PS6I9qDU5YnE77/xidZ1BN+5e4/4Y986E/xYv6DvHbwJW5NPseHLn2Sz773CxzUX+THn/1JqHoIm6B9XLBsZfCtiR18TcJiX3D7Sy3j+wrp4m49VSmpzEhkTioLvpPTPDIbAgvhaYKgco5FbVg2nsZ4nHMILHYxwTU1KmikEzGoyoResUYiM1IzZiNtkDZgTMSYnYndoSEERACtAokKdDuB4GB+CnYCSVMh7TmDoaBcTJi++x6jVDPY1pRNYNJI0qFEpTCfe6SKui9KBkSQyBBIpI81HFZMDilpAqudgsLbSF7QiQAhqVrFZCGZNR5RRI8GYyA0CllJZCNorKAWEi8dqQZvBLaNxVNZWdLV33Kr3YiUgA0klaV7foAr+swTiZcCLSBPYNCFTg6LFg7PVq8vxABuHSuj6agFb33M2mMX8ddQLGUgSwKhhF3dxzkIzjOQOeliiRkv0EEQXIgLR6ZYzDVlC8XuFVxTY+68xeC5p7EXr2KOHhL2DkiuXqG8fRe5f0r+5Is0SYKLpKkVBfPxexXYALMABwqmglU3RAzqgscipv8LCO4qkSxnDeW4xZSGpmqZnk45uXdKfVbSVp7GSM4XNe893KP2jiA9xlc4GrY3Bnzsoy/SBgtV/QAATZ5JREFU2815T9/lneQ2N3nAPbfPPqc8FDPOwpIZDbMsR2wPOWkecXB2l5P6kJeXr/KZsy/R373KoTnkl77yd7j0gQG7F66T2oTFW0fo0EGubVFPG5g0BKHQUuNtiM0GUiK9RjYec77EeQ9tQzprkEcLulOHmhhEk6BkBy9jKtLsnZDMHYujBf1sg6Y0hMUStZhR5GBMi7IO3wZcN0VkmtTXjKe3WKYHSO0gdUjhCB1J6CnqesJnll9glGdcay6gvCfvFIgsRXRyxIURPktobp+SGUUq0yi4FCRCJSvw0iNah6s89XROMJYkyfCmoQFUolGJYu/4IWJhsaXHtZBnAp0H7s3eJCl6tEZiTcm1KzdoveLWm1/ko9e+h5G8wmcf/jpn5T5/9sW/wo65yG/c+WfcOn+VOpnxs5//7xheyElICE5iVwHNu9WPdUUldDWc3vG887tL3vnigsO9kuWixfgaF0qqdvEdLagqiEJhRPVBFwKVc8yMp/ICIwUuk1hlmVen+NCCD9EUw1hylbPRXafrHZ3lfTbqQ7r1nKxckrYlSVgirUV6R5oHekVAzFrMeYsol2STB6jzW3TWQZYzyi+9zoYLZMMcJzUnSwi5IB8GahuojEbIKDEbCKggkVLglcQGRVznA85AbQTzWrA0GaXRGCXxWiJkNJKZzqGxmqXxiI6k9R7TCkwlSbzCO4+zCusFaRLQMhBakGctnXGD9rEgKlykaOYCfOUpzvaQZMyzHsHHesBjF6p+EQvC42WkF7Ky7QtyBe+soBnnVzZ9zSqgqxhUo/duxPbbssKS0q6+NxUUynrC8QlaC5wUeBPoDDJCYjg/WJJvX8QN+piT+/jzGdkHP0rdWaO9+Rb+6IDEt0zffo1uAJQmyMjc+Vr2ixABVgvnBNiTcCgcCyxmZZIdd1HuffbM1xu/7+AuhFBCiFeEEL+4evyEEOLzQohbQoh/JIRIV8ez1eNbq+evf+uLB06P5iwmFtMKnA9oKekkGSPdpWcy/NLRBrg/OeWdvXsslgt8Y5DOs56PuL5+nXLR8sWDd/nd+i3e6D/gM/oNfmHxW/z9g3/KPz37TX4vHHE0XPLp/d/ki+3LfFF/ll9vP8Vny5dZ276IKDy/d+8XufG9Q5648BTb+hrz2w9RxhLyHOcD0weHdERCnvcQQeNajy9bEisQM0eY1jSzZcwwkoygBKZpKE+mhPMSc96gTYJWmrzoYKcLdGVwVUMv6ZKmPawVuLLBzud01KoZqK5wwSOSDi5VHPl3oNfg8kCbe1yiUf2MOmv44tHneOfW63xYv0BnGrsMVaLxqUZsdFHdArE/g3GFznJQGu8js8MXKTbXNMHhrMUu6uj4gkDrjLauEVKRFh0wkrppGfYu4aTk/Lzk5q07vP3mbT7z6m9idUXdejrdlGxziLMJzcEh/mzBj3/oPySxm/yz1/4/6LWMH3nyLxJaxV7zRXRaUvoj/ut/+H9jsjilXFbUtcFZCF7E7TTxX+c9wUrKc83NL7W8/GtT7r5zRLV0tDU01QLv3XdmXq9GJT2NDDgRVkYcKhp3Jz2syGlD3NobM2G2OMZaAy5BhoQsH5ENt2hFYLm8h5i+xbC8Q3/yOvnRl1D3P0ty9jq5ekifKeHgHsX4NsPDt+nefwV59CZZPyENAfPuLS7WnmK0hhsOOJ9KnFHoBAiB2SLghUZlEv/Yo9QJbNDUXtG0kmbl3Sp1LGQ7J6hqQdVKKiewUoEQqASaNtYBrIv9FyKN0ENrYq0Ar7GtwJp4LZlFyCk/mpDWLSmQhgijZDqQWI8+HVNP5ywHuyy9iKySFdTSySIuP62hNF9lvDymU6ZJ5LM/LqC2q2yeVUescxGX10nUhXd4ZD9HKGi8ZdouOA9LJmcHaOfwCrQXdDLwOrCYKMpa0X3hBYzUlK+/SpEGkpc+iNMJanaOCgFRNzx8+cvYssaEwAqRimF6RdF8fN8RYZpDGbgnHefCYvHY2OkD/zaCO/B/JLrUPB7/d+BvhBCeAs6Bv7w6/peB89Xxv7E675sOH2B8aDALjbPx3Q26HXY3RqznfZ4cXuBCOqBtasbNnLf37rJsLcqrqMVgBcPBBs8+/0F6V3Y5H3m+eP4Wr4xf566/y0H6gOPkEWHT8rOv/n3++b1f4FO3fpU79iajpwZ87KWPc/HiJb6w/8t0rtfsDC7yRP4ByoMlommRnSRafC1bzGSBShOUKmhLMNOWMG5IaolbWkxtqZ0nzB0y5AilUWmCqWvayZzESbRPESG60+sm0ByP6WYJZ/v79LprVEbhHMimjo40OsGXBtUGZCI5U2NO/CN8UyC2OvgdSbiQUOeWt8/f4+XlbT7xgR9krdlB6QS5kpqTwxx5YUhYtmT3FxRORfswKQhS4FZmGHXb0nhL3Tb4cgnO41BYJ3GNRQSPTAuq2rEoK9JsCxNavDAEBalKeHT0gMPJW5i6Ii00be7Z2b1Et9SMX3mP//WVH+UHL/4Z7py9zT/40l/H6QkvbfwwoV4DUdAfdanMgrpxOBMNkmNBI86ZECIcEVbkMOUUlIrpvcDbv6l5/benTA8rpJMrSsQf/LxevVKWIlCraOwMkMiMQvdI0wFJZwdCF2cdwTWUi2NsqOIOSmiCVKSdgtFwwEA7cnuEOX4Xd3QbdbpHcfaIdHrCwNWU77yOuf1lyvtvIE8fMAota9s7dLtd3Ht3GU0W6P4Qf+EicyNxJgZTKSL7o24i60ukYGWgcYJ5rWiQKwOQANJTe4FPFGIVVK2BullZ3ylJNDUUmADLMnZSLmYBVUTjdwdRv8VETqJxUQZACei0JW56hikU/QyGBAYykPqAmJ8hyvt0t7ZYdpLIRV8hE7mGfh7fx7gWuK9p43+fJb4K6qxgHrNimrFaAOyKFqmS6PpkvIVOnF/CO+SKplPPF/izBc55tAqkwlN0M5qQc3gi0DtPoJ5+Bjs+Y/l7n0OXLeLqVVoVV5YMCda9XyT910XAHgd2sXrgRQxzkwD3dOChdCwB/28DlhFCXAb+OPD/XT0WwB8BfnZ1yt8F/tTq/k+sHrN6/o+Kb6Hc5GygHgt0I5He411ASwHOcLB/SFhaPnz9GdaygnIx5f7xI955eI+lMVTWcliNuTV7QKNqRtsjdC8laFBJSpp2yNIBtW/51Xd+ga+Ytzh359SLkv27S8a3u1zLX2Ke7jN4wTBa63E5fJDkuEtbnmEKScg6pElCM19GKCDXODR2anGnJWkV28UNgjo4jBTYswpRRxf5NElJsoxyWdK2BhcUMslI05yuygnzkkQJfN1weHCCFQnLxkQs1lakeYZwBWZuCWLJ3emruDrhyfXvQRQ5blQRLlgOzAH/6Ld+nnt3zrhqrpCVgtQLOmkHEBQbA0IqEadLxNxGhkDb0vqVKTAB3Ti087HdXQWa2RQRPEiFD3Ll1QoyLZgbixMCQkFbleQdwXCzQ6+fIZOWd+5/CSH9qpt4yc7TVxnkG/RPLep8yo89+6e5ln+Et09/jZ97+Ld5cfhRNpsrlExJ+w1p6hE2IHzkVcsgVtS1VWD3MbiDA98gQwRQm1ngwSuGL/7KlDc/X+Ht159+3+55DZG6VgJOJBBia45AghMs6wpHQn9wERESbNPSVDPmyxNMqHChpanOMJN9VFtRKEkqYgFWKolMFCJPEa6hvPkW+vw+wpYYF5gqx9lmjrt4gfTsnK3pjEwntFcvM0272EUgUR6VxWy1NT7yyLWHJFAHwbKVtCGGNCEDUliEtFQWDAK/0j1RGqwJq2JuQKUxQKKjH6sArBFUtUGkhiBsNANfyfu6JHaK6hbCoxNcobCXB+gU1vBshIAqK8aP3uXclEyLIQ0xKYxmMlDksdi6aKH2K0XFVUosRVzfzfu677HY3LbRw1REOHu1KMXXHmRASIdPJNZ4EgRFkFEf0znqk3GcmzYgWsGorxBdydxkVJUif+J5/PYO/tEjeOfLcOEK9WgLlUJGQIWv4v9fy1t/rJcTworYEyIhI/hIfGwCHAq4KywHon2fA//1xu9X8vf/Cfyfgf7q8QYwWRkIA+wBl1b3LwEPAUIIVggxXZ1/+rUXFEL8FPBTACoVKJfjfROpPkKyKC0uzLFVTSISLl65wEsXn+Tzt17jtJnx8v2vkHcVVknO7YyFbMgSyHKBkBneBryLBUFXt5y3lsY7tpIBF4bbdJIu63qdG7sf54vv/h7rH/OQBzaq64zai8zPxxRakHaHJE4gtMJUC5IekBSYZUOqBEFatE8I1qGWC8bzY5r5lOp0Dk5jjSf3kjTVWBcdz70PJL6HshaRJIjWEKwl6WbcefAufqvLg0cP+cFnnmIDhWVBUaxTLc4Q05blfMr3PPHH6Lgd/HJONT/lPFj+3i/9DPcf3eFHP/xJLrQDuq3ApSlkOclajt/oIU4s8iRKOiSJosUiM7DOYqsFidck3QRrW96b3mS36ZALj3Ee5QJNI0h9xObbtuF0MkYVCfPJEiFgOEhpdIFoHF85+Dzf+8Kf4St399jqbzDqpGxcvUY5P2RaHzKu4Iee+THuv/EKy/aEtye/xc5wkyMbsBbyTFGaQEgiQ0MKQUASgsf7KA4mHjfzC4VdNaOEYLAtnD0SjI+XiPoPbl7/63NbC0EjBBgXm3wQtBhCWGBboFJ08w2K3g6LySNQhmp2SOJBCgvNAh1alIlFbqEUAgg+UgpdkISwIOAg7aCHI5IkQ3QGqIvrLPb3GJxPSZyhuniRejCiqSzCJSRppP9pCbaWFEFAFiIPHImwAqdWEEYl8HWFqTPKNjYXvS+XoGJ2aS0EPC5XWBezeu8jpp3qwHJc0es01OWSJL8MpJgaVF8SfJxbtC3Zk5dZdiRtDbKWSNlw9vBd6vmc/sZ1KlVgECgdA3GuVkVUD0tLtJQUEavXq0DZNuAVZCs2m5+WODqRK6/jQmHlVyEc33pMU6KTNZbGooMgRaOxWCT18R75Uxco5yU665LKhP5AYZYQSovpGoobT9KeHUNZwf2HJFkX78WqliEivPX+PocY1L/OJBUiUj8FRAtBYEGgFI7mfw4sI4T4ceA4hPDlb3Xuv8kIIfydEMLHQwgfh7g6iVWvsEhju/zS1Myd4+HRObfffsAg5Dx96Srb62v0t0fst2P2zQlN0lIUijxVaCA0LW1dYxctrrZYY2mNRxpFJxSspQNGesjOxlXujV+j+/QYnZdkbcbIPcnkZEJrl2idklqFrz3eWLR1pGiUV/iqRK/2d6kTYCy2rjk5P6NtG2zdkiQJxnrq8QJ5sqR3bkinLdI5bAIuk4RMkfUKfNNQdHokieLv/uP/nv/+n/5D/uYv/gLHrka0FaI+o+jkzJYBpTT93joqz5BJF5EM2Ds95pgDrnxwxCde/ACJkUglSJIUoaDe7kT64nGJHy/ItF41Q4BbBY5EJbhM0BrN3WrM//C7/4BpWiKQJD5AVSIaG3/AzmIXS5ZVSaYFJ7MDGhc4PKp4eDCl9hlleMSkOuRfvvEr/Ddf/M/5rYNfY3p1wJeHB/zs7Z/mH7z2n5Eklo+t/Rhap7wy/TTvhS/j24KH7xlmU4FMA0KK94uiQoiv3t4P7eB9zMLCijAsRIQDQquxX8cf+9s1r//1uS1k1JQRIUT4SAS09Dhf40XFws4Z1yVCjyjyIVlQdCSIeoysztGuRVmPDDJy5J3EWk8bZPQOJeCFxymNT3Jk2kcVA5JhD39wyubRFF16TFLQ7m5QtYbQesSqIGhZ0QF9hI28EJhGgIsyCf5x8dFA21Z457E2SiqHEEW9lk0MqpWJRUklosyulrHI6SzoVCDRPLx5k4f332Lv+FWkqPAtuFn8XlsZdYJ0nqKUQKQCm0DdLBGLM9ZFYNDfjjz4FcNFBBhkMQDOWyibr+GzE1//Y0w9AXwSEG7J4t6bpC6S2r2PNFIXu4QIHlobcM4ig8Q1FV56KtFQUhEwqGkJZc1y7w7VF36bsHeXjUHNurtHeOs1mt/+XZSBcP1GhIYe3iY7eoD1gbEK1DKgvH9fYuAxDvOvbwW/HqouWMFIIi6q32j8fjL3PwT8SSHEjwE5MAD+a2AkhNCrLOcysL86fx+4AuwJITQwBM6+2R/wLqB8IEkVSZ7y/As3cNbx7ru3UVqxbFreunUX1zFsP7PNE6MEmwacCrGwA0gvsK0n84oiJNSmxpQ19bJGOoFSmtI79pdjpqain3Q4CxOuPp8hR4rbXzllV72Iv7Rgah1r9OnkPVLjCUFj6pZCCZKQUDURD9d9gwWsMSzLkow1jsopmygWTUUnyzEhvrbUg5wb7OkMfaFHrS1KOWQCrnbYyYx8dxuC4uaDffYnEx6c/AZPX7/Kn33p++nWjrZnkQl05YjEDZBB4qUm73ZYW+uQrQmee+ka602fxGlIYmOHSmK1ST6aIY4WJFrjdMyAMVH3RCU6TiQXmDLll+59inH3AXfUHbbSZ5AS6ukxUnXRShKcRDVzev0c5QIPTh9wbe1ZykYybhoObx/y7DNbvLb3WZ57+gV+9t2f41fvHbD9g9f57Plvcpq9gilKfulmzb/77P+Be2//DlNzhGuPqY4140c13qUE5cDzNZrs4f1A71fdOsEHHrcceu/fn1cirOSLv35y822f1/B4ex0JbFII1joDfAhMF7MIV/iW6XJM0tYMdYKgIBEOGVyEwwIEokKhlwleKryvMc5Fq0EUQoEQFtdMqW2JKDtkZZeNCgprOZMWe2GDbiOQRE87lcpoUq0D1q3a3FX8qGwTg3L8PAXOxh2SswukyAguQalIeQyrop9zgmUdGBYC5TxypXZpA1S1oNcPIAXzakLr51SnM3rFiO7gKUytyH1cDFTRo8n0+7K/aQaqzai8Z111OU8KnIyZeSD+m2iYVTBvVsXVVWerX8EtjztXnQgkjSUc3KS7HNNdnrHsXECw0sHP3290xtaCRGhcULT1lGLUwymHk5ZJCAydJN0/oL++hr37HvbtBcP1DuNH76FPjsilp32jpvvRD9Hc20fUS7zzLBEsdIgyCHwVCmL1mh9P1dWa9K/Opf/JvPpm5dTfR+YeQvhPQwiXQwjXiW7vvxFC+A+ATwN/bnXaXwR+fnX/n68es3r+N8K34qL5uLdb3xzyQz/0CRIdmJ2PSSNTHIfFdIGdAp9Jur2cPIsTzLcWWzrSJmM33+bq8Crr2RZmaTk5OcWayIne6Y242C/oZmDkArYbtj+UUOanvPy5PZqHu2wWH+X2yVfwRUu/WENYgW8asjzFtw3Se2wLbeVIZJSBaquGurEcVzMmpuR4fM7t6T5tcFBoFm1F6QxGCHSSIpsWZQO4QPQ6EGgfyFqP8oG81yOIBB0U2IZ/8HM/y3sP96GFtKnx7RlbcgcxUSQhRyuNagMb+RbdsMNrv3nCoNlE2Ai1uODxG11CkmJmTWx/V1DjaKzFReoJ3nqckpyJKa+GL9K8eMSl79MsNo5wnaisFGhQosZ6R7usoZ6SJgJXWm7t3yHrKByxW2R22vLZzzziNz7/aW4MnuNC+iImWXA8v80T61fpyy4926USh7x88E/I8iGulrRHXZaHAeWI+2qlVtv+gAse6x3eR374Y9zde4/38fGKIYl3geD9qoPsfzr9/kDmNSvYQgoynbK7toX0AtNYkGkM+d6jfUkhF2gMiYhKnPiAdwGDxKQFor+OGm0ien2MlNS4lbKhQiV9VOiirETVLf1yxs6iJF3OOBRLzi+N4IkNmsMDEtsi8wQnYtBWMkreeh8zQRtifYMVPu0CBFsRfE3TRjNniFZ1wUU5AiFBaLBOxPMf48arT966eExnQLJKuY3g/sP3WNZzjIjUSlmC7Q5YSrGC4iJObnSO63Z4kLSURYoXgrACqztZ7KZtXISXFCuc+nHhnRWPXQaSJjA6PmZ3ss+urRjNxuSPM/uVWUgIkYLoaoHwCuOhnk/RCNAx+FcicCAXnB0+RKxv4vrr6LbBnU1IexsECozPUYsl7rWbSAQWyRzNHPlVYTDxvnz7qo70rwbsrxe83z+22mV8M67A/xye+/8F+KtCiFtE7PGnV8d/GthYHf+rwF/7VheSWvLiR57g+37oRd599y5OwnhyjggCREIx6PLUB66zdmmd0BHIRIEJtLOG85MZxw/GyNPArt1k0Izo+RE93+GJCxe5dnUbExYo0XBxvcczN3b43k88x8c//DxhWfL2G/d5eG/CjUtP8c/+5X/L3vgcbSVd3UHULjIBXIMMTazsm/ijyJRE2oxkIWmM5TP7rzAxUxZnR7x8+DkmzRkIQ9NUtE2Lc4HGWGy5JLUS4ZL4xdYOnIw2ZrOKzqDH5jBhY+QZ9hRn5YT/6h/+d9yeHSGWnq71jGwHP55ja08QKWnlyKzj9O4ZW2J7xYJRaK0gFdAv8BMTtaNTiSwSAEwIuFWa0zjDJPV8afGIn/6VT/HwTkk1LzifL/BdiXSerOghtCCIQKgn2PkS29Ysp4L9yS0SJUmSLkmiSHuCpnT83qff5NHhMeHgIu2x4vb9txkml+hzifNHcPBeyRde/TLvvPw2e69MWR4JtNNokkiP04GgXFTAFP79ApIQEarxPsSsXgQCPqaffqWfGgRCyG9GKPi2zmuI7eKbeZcL3RHTcoYIjsaskNKVZdxGkdPXksSbKJkSBK0LlM4xd45l0sf1L+J6m/juEJd0KHSPbtKB4BAWUrr09YCtfJ31zibGKs5DyUwZitGIo1feoXVzEAkiUV+1qHOAie0xQYGXqxJ1AvXqM7azhwhTU88t7vBBpMbYyPH2blXz8GBr4qKhY/HPrJgeiAjfZGmg8AXdJidzGb5d8vD+y4SmonIQgqTWGVUVOzXRka7onGBuAi4f4Yhav2IVyLM0GmwYoga6/hq/3MeqE8EHUgHSHrN//gZTbWkEGNeQrmAZna8khEN8H00Tm5Qa6bFn50gbEGkSm+SCx4TA/uKcqi6ZbgxZiJTydILvdXBZhzmBcwLj6Qkndc0RggUKj14plq7+Hl9l9HztNP16gd2LmCzEGtO3nnv/Rh6qIYTfBH5zdf8O8Imvc04N/OS/yXW7fc31F4acnlSs7SYkmWVjfYuzRzOEkFy6foHda1voVNB6QzlteHT7lPHRmLIpI17W86zpEdvrI1I828WQOyeneJ/w4ovPkktJnhQMtjronmD8cMzp3TF7h+fMZ5Kf+8z/gMJQTnPSzQKlNH62QEuBmVuyThIzxsainSMxChEEdbXkbvM2X9z7HD+gf5janzBu7/Dlw5e5tnsFEATnqazBSuiESCGQSqGUBtei0HgpCYuaC5e2WO8WLJsGpTosHLx7dp//9y//DP/pT/yHbKChrpGhwZ/PoasJeGrj2Lg65OmLu2iieJnxnnTUJxQJ/vYZ0kQzYtsYVKqRQRO8p/WeJoeH7Zj/9td+loeLBeWnT3DG81p3zif//A+zowWqcpAnNF6gfXQznptz7p4/YL+8zayckOoUJTXFumI6dpRVw6985l/Q7a7zuV8+4N7FXyNzX+JkecCyrlhUNRCQQpLphKKweGlpvUcpgV2lOUKs9MIR79MgH2Pv799HRF5ziBi8f6wG9S3y62/XvAZIkaz7hEo1dIOKu7Qsw1pLkIJ+mtHXCdJbhLXUAqbeUbpYNA4qIJsZ0gwo6CB9hsqG1NUJmQis5QMgQQpNIRJS55k5z1RKWjxt42hffwPhBO1wkyzRCCmxTcz6WheDopcrKqADE8k82Bay8ynl4X3khU3kssEvZtizfbIrfRCx10Cu2v8RK3xdCoQSBMf78ENrBJ08JxFFJBKIFBNKquqEk4NX2b74cUoSnAVjBNRRl50gsD7QU4Is6zIR8fsVRIZMquCsjGuUXO3aVv4t7+8gUgHKLDk4eJUQJux5g1MB3eyx615AkdM6EWUdBHEn60DUDbaZwXSMtS1SRhX1XETuuQmG0/37qH7BXdnQPT3ALsd4N8dJG+VBVnNPIlFhJWUswlcD+QqOgW85TeNn/PuAYx6P7wqDbKUDPpnThMCVZxL2bk05OjoB79B5wdalISKPWOD8aMnbr9zi/rtHCC/ob3dwacLhdMKrN9/jpaeuszbokIqEqoJ3H+7zxjv3+dBLN/j4xy8SbM3sYMzR/jnnJ4bleaCeVRT9jE4hmYzHJB/s///be/Nfy7Lrvu+z9t5nuNOb6tVcPXJoiqIokqIiURKFRI7jQDASxFYAJUFiIMkvyS8JgiCQkL8g+SFwAgSxEweGZcSQEtuQbdq0Isk0E9LiJDWbbHY3e6qu8dWr9+oNdzrT3nvlh33uq2qKTUmWyFfFvC9QqDu9e/c5d9111v6utb6Ltu4Yx0j0DTEKpphQVwrO4bqWsPB4W7Gjd/gWL0F+iI2WWetZxpqX77/FX5acbG0MC4/6kMS8bKSrGigHBOfIMotrBd91uBDw1Rqf+vjP4r9xnxA6NnzLxBr+xctf5Ncm5/mP/+K/zYYdYpuAXy6QwZDOKNE4jsIRL/zoReIrPkUCzqDjAn88x9SepTGYNkXAEGi9R42hc8psoPy93/sdXrr9Kl1sIArWFBxkS+7YBefKEq2XiBujYtHoiRJ45sev8Zb+E/xWw70HuzibkeWOwWZGPorUS8/vfOW3ubB9hfk04435bSTs4jWmkgsxiAspd2GUZdMCkA+kj6Z6fl1WpKRBVN7Nra/4eIXU3pTK3dKW/I/zM/j+wSg4n+akbtaWI/FUsU1t/QbGpSWLgWANS+PYr5cchg5FGIrptcqXHM12kXKbwg4xpsBbZennHLdzttyY7WKT6GHRKgttqZ3QAo0aMrU4yWk6z6iAJiZ5guhTPsAUsPJDoU2DPYZeKeYVxe51XNUlQTkaoKWrdyF7gaKAutezcSY5ee97nrznuj19S30H7dCxfvEizSy1GRdhQBZrZvfvYrLXuXLpQwS1KcHZQJb3tIONaLfgnDzDQf+1G0lNSXWbaJ++4RvTyw1oYhKxohTiOdh7nXp6Hwkh2UVmMXFJIcdkscQ3YAakmvcAosp2JpiX3sT7iratEdKEswGwADoNPLh9k2IypM0jXTUnhmV/hUnZTquJXxcTU8OdJFlj9yip3pu2PLz53Tebj1bTvOeLHuKxcO5RBVu0DCYNs2NFpWV0LkObDDEWVwSq5ZQHtxe8/fV3uHvrgK5RRAL1rMOuWxrT8vadHUQc7790idI6BmaAMRbNYXR+jf39XaqbDcZE2qpj9/iAxTyinRCXDWaQ4cRTt8cQ18kyS90pqp5qvsAUE6QLSNfiW2G/ustvvfpZHmy8Q55bui7jtZvvsFMtubbZcNRWTJ3nnHE4J6ixGOPQ2CFtQVZkRCdkjeKiw9Pw5ptv8/RzHyR7eQDGM3AZk8JgZcBnv/pZLmyv8+9+5OfAtpiBw+UxNTnNjvnoj11kKx/g6rQrsKMCzRzd/jEueDqTdDi8pvZlaBGx1CPH595+kX/64j/HOUsMLmlja4ctI//4xS/wkX/l3yfutTiNZBFUHdOu4+u3XiR7Zsm1Zy5wx7/M2kXPfG6JIWe4FqkOPEfzQw7nB8Ro0aiI+hSNGxLFAyARlYBGMJoRukhWCMYoKgYRQ193cmI3qtpvvRMFo6KohhTBC6l08pSdO5J6BwoTaTU5jQHayycIrlM8gZmFvbplHgPBCMQkWyAKEj1LpmCFsQExDrICCQuciQwE6qpm7obgBO8bum5Ol3os6aJNnLGX5I1XScaet+1asIPUTxB8ym8wb6lvv445vot1jlAKy/YITIPViMYaZyLGTtA+PBeSY/R6kio5oWbEw/SoYXNzSOMspg1YMjItMBhmd69z6AaUa89jfeokdRG8BVNFtsMYQ0lrktPOeyGwZZWibKecTN2SPtUikjRi6tktjvfeTmPpJFmQ+oizgePDNxlfPs80pNpOJcUc0LI8uMfmcsZklGFv7TCat0RNO528j95DU7Nsqv5vgJgExbT/7noTSGsi7ZCCprGKK949vSidP6OPJFkfgT582bud/PfAY+HcnYMiqxkPljTzyGhSMr7sWM7gwtY2UTre+NY97r46Y3u8jXbHiKYE2nJRMRoIWgiNa3njzqv45T7XNs5hbeTy9pD3/+SzRDq+8oU3WW83GK4rm9fGlEPQ/RYNiu88VW042DtkUR3jhh02ZBivSQI3WEIs8Goo68A9mfFPv/Xb/PM3PstTn7jA1WtPs1zMabt9zq3lTIqM2wd3uLH7TT45+TC5N2glxCYwkAKxI7AGzS3NssOJJXrh5de/xbfXjnjlzbvYPDAeOEaFZVAok03l73/uN1k+OOSXfubf4NI4wwwDB82cRXafstzgtRenPK8exRKNIF4JMTnS2LbEwiFGELGoFdrC8O2ju/z13/zb1MxZm+R429eWxUjwni++9DXu/cxfYuImSb0vz1CNdL7j6OiQfCty+/pNbu68zcXL6zxz/gJ7u/vM7i95cNsTmpTaUZKMgRL7fErf0mMsxiSKJdWvK9FHYnAUw5ImtGgX+q2+IlZw1hJiRPqa9xPvIjysD4un7NgBUcGqwQVLS3IKY420JpDnAyQEDkLNAyPY0Yiw8CelEB1K1tEn3jvq9gA1yiDfRNVShIyLNkNi4F43JRhHFgIjsWSShL1SAabgCdTBE1uPyXrpgFXi04LmQC85kHUtzb03qHbeZBgjo/I8ofNo5cmDQ4IlLGeEwyV2NMDHLMlYB5C8HwhnenrEc3IRnx8dYWSPQ3+AAzJyHDmOjFGMHNx+i9F2ZLL9LIhjkCd+2y4DTZFxN1ug4Ty9j04ROomuCL0+DKRErJG0m4jdATvvfBPTtjjJetvXE+ru6OAO61enGDaIIr2ccKrEan1HF1um8yXZcsEIiyNnqZ6SyAySBICm4wROHO9JiaN8R0T+CK1i++h75cxXr1/NJoGHVTGmfx9VTnTu/yg8Fs7dGji3bdmaDHGS0YmwNVcODyJh2fLg8DYH95e88MKP8earbxDFJxVGDKG1NNMA6xlZlrF5/hzzuuOga7j0dMmHnnuaaTjm9198k+O7hr26YjSD82bEoMx54flr3L5xC+sj0UfURh7M7rIsLpG3OcYKLh9Q5OspKbrY5S1/h8/e+BxfuPXPYDilMyPOb1+gag9YPy9kI+Xc5pjj7i6vL1/k6to2hDW2Bms084pstiQvJsRBxJUZvlBoIVLy0s7r/MY/+iyt1FgRDrOG8SRjmAds/yP8O1/+DG8c7PKf/IW/xJXxBe4ub3A82uPFL7/FB+cXcdfAhFSdE1uIxlDR4Ixgg5KVJZ01NJlwgx3+t8//TY7M/TT0oQm0KDbLyF3GoCxR6/n1F/8B//XHf5nBbk2gJBel0EgmGdPpA/JRzsx7mjuHFA5GI7hwdUR9YHnwToVv/7C+y2pnmThzc0KvKB4j0HWeoR0wLITFcoZ2gLWYnne1VtAoSHi4RxWTchyCSRcCeVgLfxoQhJKcbKXqp0kbpFFP2wXaEKgksr61xdF0jsSY1mtSU01N4nitCEWe431NJzPWWmWNdaSpeCAVCxW69pAighGDtZZxtsG8rUEdSkBiIM6XWBdQTfyxzUDKlFT0x0qxWODvv0az9wZ5DBgseTmgmzcMPWQ4clPArMLu3sZeWyfIJtZa2kZoW7AeXEjJzUz7euwcuvk+b997A6MeEYPThpyMjCz1UviO43vfou0ecP7SjyJZSb5YYKdH3K0fcOzWsBHo9d0DD7tPkUTLZL3unc2Uopqx+9ZLuOUMSN3CKh5rBDEWKxYTOpa3X2H9yk9x0FgoBQkk2QrjaEXJxIALLELAAE4NYwyVgWON7+1s5TturyqR+uhcJNE2oS8nldWx9FglTlfWvYpbrPaP/xER/GPh3INXZjOPZI7pQcX0oGO8MYC5IRfhqecv8NxTjtncU+y3TExOUwm+DWjwlIUw3jBY51gujjl3fsLac2MmVyfMZ3P+xedfows5TVOxqDOOamiMsDkqaY73uXblHA/uHBBCYOv8ZWo95HBxH+PXWN8+j0ThyB9xq9vjpYOv8aU7X2LOLqPzHVZyjg9nrD17nnuHd8kuZBgnDMaORdxlx9zgfnFI2RaMiRR5Tjs/It8ooMuwWUl0Sa72OFS8dvg2St1nBUklVNNIVRqGeWBUtORD4fPf+BJ/8MqrbF7d5Kc+/X6a4Q52K7C7cwNb/gLU6QckTUxyvpKU/USFLkYa59mn4u7gbYYfbtgyBYvdyMFhReUDxkWs8eRZxeSK4evHX+Xz9XP84sZPEytLGDqyaClswe6iYjQeEaoaayyCZ76oqRqPGt/TJY9+4/LQka/ocu1LFwElEKMQO5jPlqxv54zHGfOZJ/RThI0k6kWDpDFsPTsfhYdqeaZ/4BSduwIdHRalJlITKRBqySAKEzdk6KCrOrquw6B4y4kUrFOhMIIxBl93DJwwCTVj6+iicFdrlJUuUM3SkoTJtKBplaEZUAdB8ZRYWNbYYYOooxj0p6eOZO0Rcf8uzd51TD1nRPKiDZFiVFItpoxosWiSMV42uMUurr1IW+agE4yDbikUNkWXxiVHKwI2BMJ8Pw20Jjk3L0qkw2t3EsVnCNODWxzP9tgtLFeydbLZlEGoOTieY9cS9YOh3wf2JYWP5M1NUFzXMT64jy6mHBFZYFlIJIomS1HFxsAkKuxdZ1CeZ7z5AVrXS59gEXF4AllMOjyrkNtLTFTTKiz/bjzKd9rBo/WN/Z90KC4mCuok7y8PrwnvKntcPb6iufSh038vPBbO3UdoYsSEjqOjjjdeXvDTnz7H7tv7aLVkedAx3L7M7v59PvDhi+SZMJ0umc86qqoltxnlRkbmMspyyNVnLqEW/tFnfp9nt4bcuyE4qVg7n+NLS7s0NLXHl8ps1tIujjHOszYasqgW7C5uUV94P75b536ccWN+h2/c/TovH3yDg2YPpWM8zsmzjBiU4SiDOGR3eQuyOXUsaNs503yDWqd88+grbG7/Oxz6KeeGQ5xYlscLsmyD4aZD84AG4fryFvPzewwWQnPQEoMliwXBK80iUC88zQBGw4K1oWVv/oDNjTXqouULn7vBR37mGfbCPSojTPISZzIWy5pgIibPiUGRzrNsahqTsV/Oqc5Nia6jqRr29xqaLiKaZrx4OoyJjLbHDC9FvnD0OT740ffx9IN1/P6ShVY0WqEE2qplWBQYK2myjRRkpSNQJ42PRywxTXaPgGDl4X5zVfWSNqYpeuoWHj+AyXpBhzJfJkpHJSRp1BVPalInq82SV1FjsUSiCUT/x/j1fZ+QpKE8itDgeWA6LuuYIzqiWmoJlIWhqRs2tWAbQ+sDLYGgARFLoWDUYI1lbDKMKjfjAZkOmdoAXhiKpSTgSTkVI5FOAyGkeQM5QlSPnx6yvr4klgVGO3R+QLN3m+b4DvhF0m7vB0IokZy+k3p6jCOiJqb6dioktOjudUYfGNN0GcaUJ6qPpkxO3mpqHnLHC9YX+xjtUo1+35SlGlJtObGfNOvIKWnaGbkpMeK4E4+4bHPsYoq1kWhT45b3vaq56+mKVX+DUwo/Z7w4YOl9mk8qSSxXSbkZGxWjyhAYRw87r3J1tMneaJtFp7gQkJBamz2KjT1X33Pplj5p35cnnvDr/fe+Gt/3Lk6mxyoI6RQcQh4tSqDr80+r9zq5WK34+NV9AzY+pHHeC4+Fc0cUzQ1111BMhI/8xEWW85r1rRytHE8//SN87su/x2zWcHR3yNbmkLqZ41VpWmH74iVKKXj9+tucv5wzWffs7u0wO6hw2+v4LmC8h3rM5MKIqVlA8LTtgtE5y/a5EXkxZjjJMUWkHs/4g+bruFnG7b093jr4NppVNO0MiZFiMME6IRJwecFy6XnQ7PDmg2+QjyKhFW4v32K33aMznp3uDV5d/j6j9U+TBaFcH5PPaiZVg66NMCJJp6XZYe0DM/KnLfdulhzfbKkfVPjOETqBaGm6SN12TNYyrjx7mV/4Cx/j1//WF6mOKuoXFDtUdnXKWtgmqCE6h8UTQkfXtmRiUGvYjRVf3f0i598Po7URFy5t0BzXHO/NyYxBciXbsIyvFJx/doIzgduzXX539nk+vR04X2/zlbvfYscfopmh8QHNHRJSRYAVg7GR0UbOYbEg+GSqq4j9pMBF+z3mI9a/Km/Ufv9aLToGZU5ZDFjokuCl194GYorSAwExQlbbRLUbAzFgyojp/oiygu8jBMX2Qg8FcIGSjkiJwVvLaH3E/tEOnUbmOArJkkSxpO16ORgSrGG2OGKU5WTO0bQNFZGs1ykEhxdhaASjnhiTQNmANPfUYkgtU5GimRHuvowtx9TNjG65h42epA9ucH1kLv3/HZFsOSMcHVCoEkXxR/uEpcXikfkB9t4Nyms5rRVc6ajrNFs1771LDCDLmm3fskFgJoFjFaqQjtFbUBWCBnx/DsZ5zlPDLb69vEersJ5lSRnStzT5IJVYuj5RGXq5XlYdqkviznWK2ZzMWkYho7aBKgSMOowPlBKZiLLWO8nQHiF3vs55/TCxPI/ObqRJJ6QEsz35PmG1KSxIF68/KrWzKt1cRd8nETkpek+jN0zasfaJ7kcbsSI8DOv7i4v2iV3Le+OxcO7GWObHLaNJhisa2m7JfG+T4XjCuavneenlt8F6nnr6AmXMONyfMpumH/Uzz1yhcCNe+fYrPPUjG1y5ts6r33ydwo0ZZwWTyYC1cc6gVQrjKaWiXINScgYjx/D8mGxicGIRG/DSUGfHHA/vsHt8n0VZM9xumB0scEVBI2m8HwSMKFU9BzG8vPv/Ug2naBfIiOy2N5BOKIeGzja8PP0C49E5Prb1SUwrlF2STA1th/hAWzcsJSKTnGLccWlg2DxnOLjecrxrOT6KhJAm4cQu0C09P/szH+MrX3uNg4MpRan4aomaitf9TZ6LEyRkYBTjlVIsWV7S2sB0tOCl/W9ykN1h213k6tPncabDxGN2B0LsGopxYPOZMXbbggvMpw25c7x09yUOw5KD2y03995h6SoKL5jC9OPsFGMMVgzlwLB5AQ63G2a1P9m+Sl+xgKyce4riV3XrK6RqGKGpI7OpZzIZUA4c82lLjOmiYEgNMxhB1KQmJolo9EgeWX+q5Pid5gds0Q8hCC2RDIvto/HFwJKpYzgYcFAdYVQZZyVBHVXo6DQAyngwQnLHdHbIOTWM1PGgXiLWINGRGUeuDhggsdcHwqI9xz8kUpCmQadmmUCmUC5q4mKXUgKZGmrSbJ/MeCQ+dAmhv3T4O7co+05fjYIsj2BJklTQDr97k2xQkF96ltYO8Tb1gITQ69Z4EBpyG8h9IFOlxHAELBSavts2faanjS3nhxvsN4c0ocGp4L1iQ4NbHLEwZdKg6nlnVhRQVAa+QY7u4o4OsSEykRyDEKUjk44YIcOyroYRHcZCq4pEpZndpbw+JSsL2sUUZzpimmQJj6SMhOTUhwGGBqaPUEIr57+CPloR84eNAw+0GsjE4lRoo77L+T/6mXGlXt079jUD88c9cu+aSFhaKhrWNgvsWsk33lggGwXTekFWOl545ll2bu9x4/YDxuMR156/QFFkLKZLXrv5TS5/cJvaw1vf3knCXN2MgetYLA754Ac20ekR+STHjSzr6+s4ibixoRsFDtsZk8GEql3StEsGMsAvlLt3dpmMhgzXSkLsoBUKBCOKD6Ev5zNkdsiiWyC5RasM8QoukOWCRkMgZxH3+Nqd3+Lc5Bw/7j7KaGODar4kqxtKY1Drubu8QTAG9YorloyuFGRhwOywIR/ZpCYtgnMZk7WSrYtbvPjbLzPctAQz5J2bh7jo+b/9l/j0h5+naIBez90RqYOwtMpXdm7yN/7xr3H5g2v8yKfex2hQ8dQz51jfmPDat/Z55+3rXHx2zOhCSbQZVeggD/hgqKYds+E+fn1JtzxGWkAdWZaTG4siiJM+ElGGY8tkq6TaXRI7gBVHnioStG+7Xv0ABIh9yGL6sTmhg/lxS55ZBgNH07aEKkX1MaawyEgidwMhbZPzyLln15hcyZjebH/QJn2CIND156LEkWE5CB0FkRAMDhhlIxahYREaMuNYy3MsljYElscHbIpBTeQotsSQyviMGjyedTcihhKLx6XiQgRDTqCgRmmwZKTe3gDkdGJZ6JJMLXmfbg5kEGNfy5RU8tNXYlBNXHvbF6OapGjTV+IoJjR0t64zKEfIuecoSqFtUjStgAkgvXS0kpzOBCHgqOnIYHWJRkTJnTDMM+4cP6AETKnM2yUaLXJwnay40MtmcyLQogasiXTNPfbeeZlNhUvDc9gmMvaGPDgODMxixRqWIYrpHaXtVS3boNiuY9i2GGnoqyPT6/oPMqvEPUpGEiWa99+zQF8FxnuW4D68CKT3iSiNJIrIYYgaUgI6vYiT/4QkPrdy7AKTP6L5+rFw7mlbLhTlEN91zBfHZGuRC1fOUVihaQ3vvH0XYw0f+fj7MEa5u3OTRQtuIDz/zCZ1NSMulI3hkFA01J1nsG2wBQxGLZPtTWxeEnPLZMPhWRCylkUzp+069tuKPIucP7dJ4RxVNUMCNFWFb2uy3OFdwMkwJQhDcvDGGpAW9ZHRaMxR0+BsjjVCDJrEmIInE0tw93lp53cotwu67P0MY6A92OfyYECdL9iXA9DUwFIUI1zjuHd7n6ZKjUF5ZtIG30R+9JPv5w9efJEQOryHtl2w30BoPEe3vsjvrH2If/3STxGsxUfFtHOCGbEnD/i1z/5tHhweM5xnGG258+0pX/j8N/nITz7Fp37hBZ7/0S3m3YL92QNshIEp8Bl0IRCM5e7eLh++cpXl0YJ7zRJb5JQucdzBCIGkYBg6j49CVjggoNGksjhi0qfuOXY1gkpfQqcP81Om70aRXryqmlWsbw4ohwWNb6G1iF11sAraOw8Rw/rFIZtXRwyGBU5mp2baQO/QhIjSqadsA0NXQCOoWqbtAiPC9mCCIFTLBV4bcmBARtDkWG3IsAgRzwDBEZGOnkIxOAwFSVTY4Ym0pJRlg8FSpNAEr4GI4Ht3n+a8ppFE6Zeo6CMOPinQWwLtI49pfyEAMGRti7/xDs4WsHGBjgHN0iIi5D5i66Oev1AsQodlQYeXdN/23IVI5MJwxIOjg6TXL4nD97HFK8T9u0wG99HtS/0FBkIDMkgTju6//QpdV9MZCx0cWNiRIy5KyTUZUdkMjTVBayIGop5cWIwoTawpzGYqIw01Tkjicyt3vCqj7L/Xk3EZK85d312btUopJUN4mAldReeriphWlQKL65O+q6TpSfWMPkweD0ka1S7wsCLhu+CxcO7WgpPI/HDKZLMEqfnoT2zTzDx7t29jJPDjH7/CYDSmnVc8ePCAi9uOrMgYjQe084rNwZhszRC04mixwG0UDMfrlIMxheZkMaNpG7JhxBc1C50yrxegBiuRvBhw6cImR4cH3D8+YOvCZVyep84yPNoFYrSgnixL2i2qmgSsTBqlN9BxKtXLLEjagmsU8tzirKGLnreW3+DWzRu8L/txPmI/wtOLTayMuT044P5yBzsWRnaMkch81uGXBodgTAcYNAiTyRht4MYbO4gv8E3A+0A2TgnepVR8bvoKf/7DP024c488jlm6yI1shy/eeZWl6Vg7v8XGhQFRAl/90uvcuz7HyOtcfNaxcW6Ta5Nnubt7m2U1o2lTiaQ3oadeLG/dusvF9W1mC0/MBJOlXUUSwEjlHjF6okTsAKRM4mQSIXbaf+/px3+il8Ej1GK/PT350aDUVaAcRAbDkqpp6LxPnYisJAkEVUM+gq3LY2wG64MJVv40Ekp/OkgveJ4KSFMj1gUd0Kgw61okKNsyJnOWtoWmaykpEk2CocMgOMo+cgy0fY04WJKeTpBI1EiGJwWzDZGVzrHBYhhQ0BBoaRhge6eUzvijNICcMO4Pnwl9ZjAVc/YRNo86N0XxsLiPvnoI61ewW+9jac7TScnEV2TLKUa1j3fpe13T90VIewVVJc8zPIbjriG4NO4uKmSSfm8SG2z1NoVeZHoohBIcSrlc0i5vY2goC8OwM0iM7PpjjiUgoWY9CqW1ZOUaVZcRvCcSCNqelDMqyjLOyewY7zuMhP48p5RmCiBW9CNkkpzoquY+nJzHh//gD1e26MrD9048EAmYkyAgxndTM6vEbRFhTEqyGsnge9j24+HcjTIuHcVoizbOKTdK8kIhdDz1vi1Gg5LQBOZHNeUwZ2vyHDG2uFyxJid2qbajDUsiJdM7xwTjWVZLAkIXa6o2YnJPNhzyoDmm7WqsKYghkuUGW5bc3N2lrSrWJhvY3OFjSNytpPgmz0ryPMNJJISOpm0RI/iYRnJNQsBkkTYuEBxZVlDmJdiOZVuRqoQNre7xyuz/4X58i+fsC1yz21yfXWeaHWFEGZoS1cA7N6dUBxmxgqZq8NGiRviJjz/Pi7/3Bs1U2FzPGEyGFGVJMYLLT13kuQ99gM2B4Zvnv8VaO0aOF1xv5/yTNz7HZ//ga5y/OuBnf/5ZPvSxq6hz5Jvw7Cctl9+fc9Qe8/Zbe1y9/DQXN89x8fwFbt+9gzX3QTpiLHHGUUfP9Xs7eIEss2QulZhpNIQ2ZXyME5wzDDYysrGjrbrkPHoP/pBj115//d2IGvvX9kOXgzCftUwKYTRxTOsG71PUnyJ3EAmsbY4o1wqK3FHaMomHnRqkJ0tSnib1YwrOw7q4fvyD0PgUwY5sATFRBiKpFFijIH3h35KkT5IcriEiBBUs2vPrLb7v5F0531SGucSj5Lj+PMcTh5NawOQRZl6JvYyD9iGjajyR2QUSnYGk73zVsRMB75H9m9jpjPH6VTQ7Rza7h2un/Z8l5z6joxJDwBBOdlzCudE695ZTGhEyk6Vo1lqyCOO8YGMywCnkB3e457aoKkGYE/fe4GD2DuMoXDUjtqXAmshAImWATRTVmrlvGOiAwg0QW1J1SyR2mL7yJV3PWmo/RSSsuhNQEikTTs5rONGZyUnNX0EfOvB3VbI8Uk3zLj5+9XS/E2gJOH3YG+AfvSL0710g5JJ2amKzx5+WsU5YH2UoGS0LjLVgDVFqcjsg1pbSbTDYLkA6FosZmS0pBsl0Qyt4qSBm+KolqNB0gaapsDNP5uH8tmXj4gbLdk4dOow6fBNweUbbNPhYY0yad3o0O6QoS+o6KUEO8tQpKZlBY0fEYJxlYEf4EKiaJk1y8T5xmwKD4RChpNaO0HSEEHBCn2GyRIT98j7HZs5rmhOLBrERo0IXPd08cO9WxeEDi7ZClEBQx/aFEYvDJYe7hwBkVjh/YYMPvPA+7u3eY/fOXXZu7jBeH5D9ZfiDV19jftCyPz/i53/xx/gPP/1zZJljebzg5a/u8qmfv8rTL6yzCEpeGkxI5WlV23H37l0mayMuXdpga6vgxq0djqY1RKFVpc3pdyYFaiJV2xJ9SM0h1iBWMTYyHDoGI8fyfoDoUPGIkcSR9yIgIsmZifZcKPQdq0k0jD6aaWtPs4C1rSHtMDDrkp6sQRAVXKFsXhrhsow8zxH3J1aF/DNFiruLnsAIPYXS11qT4Y2BLKfIBOkiPvp0HKT9fBoB2yGaZgekivZIINBiCQglllFP16TCvdW0TzkZyJL2D9rX3JsTjtio4KDPCqTEdnLxKR5fqTrGFW1CKsNLB5eeX+2w0tDy5OWL9gHF3iFRcqyGFTsPBDoMMwK1EYKkUXWaCQPJqEOkatPoZ2MMw7xkfTSmqpYs6oZ525CbGe8ra0LboiZRks8UazzltrBGaBR2teXycMjWoYV+txPJUFJJ6LKtyaxjIAUFGQut6LTraaaIE5+qviI9/RRW5A0rNUcjiRrJ+qhaTareWUXs76ZnhPeg4elPHwGlQ9IFTcPJzF00vbdTGGnK+Rl9KLfwXngsnLuq4FzJgwdLltJhh0JZlAxcSTXz7N/foW7uUMc2KTHWNXmeA47CDdHQIpmnwZNlUGwNWC5qisywc32BeOHK+9eZ+UNq3xGtkCYcJIfcNp5RZvDeUzcNPnQsm6RWmNuCoigxmUslalGpu5a2a3HO0fkWCDiT0dWRjBH5MEck0nUNbduhPpLZYbpCG0NeZpSZo4tK1JbWeFYjb9QKwRq6pWA7SwiBqBbBYYxy9eo5Xnv5bYhK1wV27k6pFvCtl28QusCF8wNUPJef/Si3bz1geH5AzCw/+bEL3L15n6OjmqZRbry+Q2cWfOwnPsS5i5vM95eE4GmajsxmSKdkVtg/vMd86fBN5NqVpxkMDrm3sw+aknqZujQ/tvWJEDSajNwKTkxK0jnDaM1x6Fq0E/o+pLT9fER4WzWiUXvqR/qEa8SYfvOvkRiFau4ZrXkmm466jfhKT8rNyo2SYqNI7ZECbZr9dopInG5D6OvNU9SVY2hVqbUhtFUatajSq8H0STu1abJRz5AbhJJAwGMRjk3S69/UlNMIeMzJZ9JfTnQVX/cdmhC0rxuM0kfssSdgUnlvRPtotT9x8WGbvevP88n8zxTS9hcQxaXQp79QRKy2rFjtvs2svyhZVANISPpxCqOs5GA5PzkPi9jSBeXgwZSoMIxJSWwyyVnQMLApEXmumDALDa16vEaOugbrPduDCQMxdH2KOJB0h4IaRA2drwmkQoWBHWCjYRmTHPPJFCpMfw5Xx5dyEwZ6HaQUuRtJ0fZ33SP2dI8if8gWv7MjtUXJgRJD7C/XKzWNAiglpsawqMkffQ88Fs696zz3pg84OK547v3bbJ0fQ1Ru397l8KDG11AMJnix7O8dsZx3dE1F1yiDgXLx2oAiCPf3Zwy3MrYvTeiO56wXluHYMBwPkXGgDQ1t7MhdiYhiXPoZWSc0XcWiWeLVE4IyX9SUg5LJYEQnkbZpiF1AY6CNSf6zbRpMv300MgDvGA1KYuhofUNXd5hocC4nc0PEpAy/c4Jzgo3pch81EkLEh9RxW9eBnbenLA+71HY+EMQMWdsoaJqGukoxnPYOcTpbYAyMxiUXL53j6Rcu8JP/2o9w/fpdrFO++sU3CN6zvb3J/b19qjpQbjg+9MltyNskR9DXOs9Ci5WS+dGU4bk1Wh/TfNWl4e7O2zz3vqe4eNFy59YeJnYYLOL7jlGbePQgSQzOqMGEVFVRrjvsIOIbjxGFXm7AmNUUyRQdCjzsVH104tLqNXFVGlmzcd4xGltmbUS8JZqAG1uktLg8Q5BUXfIDteZ3I0XZSzo86xQUpIqiBS01qcHGmn7oMp6OiJeU6Ext7uk4aloGwBDD3ICJjkwDQ4TU3hUIPZWS4m45idiVpAQqfYTpY8BGweIw+P4isKJgVheGhxddECIGq9L3/vY9wH1jz4qeWVEYqcZpxc5rT/KkS4VHmeJp+mSmUyAXCrWEGNJqTugRpQ3JXpw4yqxks8i4aofMfIVRTZo6USmznLprCARKlO3ocG2aRtIG+kqg5LhbTV3CqwtZByx9w5obMNCchba9TcoJObXabcnJEfW/P5Si5919OonvqvxaIe1u9N33ebdtqklUTKuRAdITeSTZpEj6HCEVcWifS/0e24HHwrkba9h+esS5KxN8XbO7c5/1tZLLl8eMJ47lceDosCLLHefWJ3SLJaoFs9mMcqB02jHdbxibCZM8VQxsWEfpHc9eM4y3B+DmKILLCoI3iFN8bDHiCNGDUUIMdL4PQzplUJYEEwmhgdChMdBIRCxEDYhL0VXGmCIfELWhnk9JFEIkkwHZME+RbKYYFzG9BnZQyzAvEYRFW+HyHBNCmr6z6KgrZVEpReZYHxV0WHxo2Lnj0+zIDrLM8Pz7rnHhwgWGozHDoWMyyljEGdUs8MqX7zAZrZPlOdPpguXt+wTvGZ8LPPUJx/ipQKBja7zGJB8Q2go1aTSfGu0nzBf4zhMCdF3knXeuc+78GleuXuTezh5tEzCZIDZL1cr9D1ZJycRMDeIcxcRRjg3LufKwq4OHNe8nzuQPG+ujzj1Fio75UWA4sUzWCppFTRv6YclDi9FI3jsjHwJRT69DVRAmCCNyPLCkIyNjSEGGo0FpgkfEkquhpUtledHjSJJfaQ9ZPNzqR4snZ6SBAWDwq7j8EbZ9hT5dKpw0yDzky/0JGQNpMMojL++dl8H0KUV/4q5TfJqab2L/jxPHl/YKiVuP+P6v01s3pMYoT8SSkVMQg0fVs5AOo71mDIa1ckxZFrgslZC6aKGtaZ1wr21SwUM0hNCwaD2qyiDAZZQ1PKIR50pMu+ij715gLv3A+7WmSDwSmfslJY6hKSC2/S7KnOw4lJWbX+1DUpVR0Tv49o8jQ/Bdbp9cy0jLa6KS97+dVmJ/PnqZYAViyjPF73i/78Rj4dxjjJggHFb3mB0JF7bHHM8ajg9aioGwWNTAFovDijs3j2kXKUWUu5K88Bwd1dRzxU46sk4Yy4D14ZhqFhltnGMwrFj6gMvzxBd3bTJWiYSQhgOLD0g0iFdclni5XB2oR2NL16VoGatYY6CLBJWUvHKRplsk+sU5jCqjcoy3kt7LCl4DubWIU6zNUylgFPIiY+iUqmvJnWXZRI4PlqxtllCYVP7m0pqnRxXWFFgXcVZwzhKqBW+++hqzpmV9fYuqmvGzf+6jvPjld/C15YtfehmPw1cB4xq2ro545hMTBhfTQOSgKbTt2hYDWAzWKFYM1aJKRifQRE8QYVGBPY5U1T3WxyOyMtJ0ntB7DdNHGcRACBFj0rZ/PHKMtzPmD/rx7aqIRkxSUCIV3iWsIvbVUI4Vi5kankIiEjrL7KDj0rWC0UTxbWC4DqONDkwgRI+oRVfj904JyXkaIg0dkYICT0dF6EdIRtRaKlXm2tL1lUJiDDZCI4FOwEXfR+IOS4FHKXoXmma09pw3q8S0P3EYSqIQAr0SIYriTmLpE+dOX7mx8oEWrNc+wpWT+NyRBsetInZYFUuuyJn0CabfG6TkbOrTbYiUOKz4fq2pZLjRkDTuYyI9HIbYCdMmlYVmRU5oPddGG+x2c7wV7i2PwEU8gvXKWAyXgFG/D6FP1IaYcgn0lUCm36+sggolICStm1ZXWjeu5+nfTX0kS3pUjC6NyRwYWNqUUlu97ns2MD36nivvHgEreKPUITIiI++njZWakrdJTymiYpL+wvewbTl1vWtARGbAt097Hf8S2Ab2T3sRf0I8iWuGP926n1HV83+Wi/nj4gm17f8/2shp4vti249F5A58W1U/edqL+JNCRL72pK37SVwzPLnr5gm07Sf1XJ+t+904zQLgM5zhDGc4w/cJZ879DGc4wxl+CPG4OPf/9bQX8C+JJ3HdT+Ka4WzdP0g8iWuGs3W/C49FQvUMZzjDGc7wZ4vHJXI/wxnOcIYz/Bni1J27iPybIvJtEXlTRH7ltNezgog8JSKfE5FXRORbIvJf9I9vichvi8gb/f+b/eMiIv9TfxzfEJFPnPL6rYi8KCKf6e8/JyJf7tf3GyKS948X/f03++efPaX1bojI3xWR10TkVRH51JNyrr8bHle7hifbtp80u+7Xcjq2vWoUOY1/pCa3t4DnSRINLwEfPs01PbK2y8An+tsT4HXgw8B/D/xK//ivAP9df/sXgc+SuiV+GvjyKa//vwL+DvCZ/v7/Cfxyf/uvAf9Zf/s/B/5af/uXgd84pfX+LeA/7W/nwMaTcq6/y7E8tnbdr++Jte0nza77zz8V2z5tI/sU8FuP3P9V4FdPc03fY63/APjzpIaUy/1jl0l1zAB/Hfj3Hnn9yetOYa3XgN8FfgH4TG8o+4D7zvMO/Bbwqf62618nP+D1rgPXv/Nzn4Rz/R7H88TYdb++J8K2nzS77j/71Gz7tGmZq8CtR+7f7h97rNBv6T4OfBm4qKo7/VP3gIv97cfpWP4q8N/wcKjROeBIVX1//9G1nay7f/64f/0PEs8Be8Df7Lfcf0NERjwZ5/q74XFf3wmeMNv+qzxZdg2naNun7dwfe4jIGPh7wH+pqtNHn9N0aX2syo1E5C8C91X19097LX8COOATwP+iqh8HFqSt6gkex3P9pONJsu0n1K7hFG37tJ37HeCpR+5f6x97LCAiGcn4/w9V/fv9w7sicrl//jJwv3/8cTmWnwX+LRF5B/h10hb2fwQ2RGQlN/Ho2k7W3T+/Djz4QS6YFJ3cVtUv9/f/LukH8bif6/fC476+J9G2n0S7hlO07dN27l8FPtBnvHNS4uMfnvKagJS1Bv534FVV/R8eeeofAn+lv/1XSHzl6vH/qM92/zRw/Mi26wcGVf1VVb2mqs+Szuc/U9X/APgc8Evvse7V8fxS//ofaMSmqveAWyLyQv/QnwNe4TE/198Dj61dw5Np20+iXcMp2/YPOsHwXRIOv0jK1r8F/LenvZ5H1vVzpK3SN4Cv9/9+kcTb/S7wBvA7wFb/egH+5/44vgl88jE4hn+Vh1UFzwNfAd4E/i+g6B8v+/tv9s8/f0pr/Rjwtf58/yaw+SSd6+9yPI+lXfdre6Jt+0my634tp2LbZx2qZzjDGc7wQ4jTpmXOcIYznOEM3wecOfcznOEMZ/ghxJlzP8MZznCGH0KcOfcznOEMZ/ghxJlzP8MZznCGH0KcOfcznOEMZ/ghxJlzP8MZznCGH0KcOfcznOEMZ/ghxP8HEEHk2YWJ8YIAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 432x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "from PIL import Image\n",
    "from matplotlib import pyplot as plt\n",
    "from paddle.vision.transforms import ColorJitter\n",
    "\n",
    "transform = ColorJitter(brightness=0.5, contrast=0.5, saturation=0.5, hue=0.5)\n",
    "\n",
    "image = cv2.imread(\"flower_demo.png\")\n",
    "\n",
    "image_after_transform = transform(image)\n",
    "plt.subplot(1, 2, 1)\n",
    "plt.title(\"origin image\")\n",
    "plt.imshow(image[:, :, ::-1])\n",
    "plt.subplot(1, 2, 2)\n",
    "plt.title(\"ColorJitter image\")\n",
    "plt.imshow(image_after_transform[:, :, ::-1])\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![](https://www.paddlepaddle.org.cn/documentation/docs/zh/_images/data_preprocessing.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.10"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
